Ioannis Ch. Paschalidis

259 papers A* 13A 3B 4C 3Misc 2Journal 155Unranked 78

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	PandemIQ Llama: A Domain-Adapted Foundation Model for Enhanced Pandemic Intelligence. AAAI Jingmei Yang, Mahtab Talaei, Britta Lassmann, Nahid Bhadelia, Ioannis Ch. Paschalidis
2025	J	`jnl`	Accounting for racial bias and social determinants of health in a model of hypertension control. BMC Medical Informatics Decis. Mak. Yang Hu, Nicholas Cordella, Rebecca Grochow Mishuris, Ioannis Ch. Paschalidis
2025	J	`jnl`	Analysis of Value Iteration Through Absolute Probability Sequences. CoRR Arsenii Mustafin, Sebastien Colla, Alex Olshevsky, Ioannis Ch. Paschalidis
2025	J	`jnl`	CCFC: Core & Core-Full-Core Dual-Track Defense for LLM Jailbreak Protection. CoRR Jiaming Hu, Haoyu Wang, Debarghya Mukherjee, Ioannis Ch. Paschalidis
2025	J	`jnl`	DRO-Augment Framework: Robustness by Synergizing Wasserstein Distributionally Robust Optimization and Data Augmentation. CoRR Jiaming Hu, Debarghya Mukherjee, Ioannis Ch. Paschalidis
2025	J	`jnl`	Distributed Economic Dispatch in Power Networks Incorporating Data Center Flexibility. IEEE Trans. Sustain. Comput. Athanasios Tsiligkaridis, Panagiotis Andrianesis, Ayse K. Coskun, Michael C. Caramanis, Ioannis Ch. Paschalidis
2025	—	`conf`	Distributionally Robust Learning in Survival Analysis. CHIL Yeping Jin, Lauren Wise, Ioannis Ch. Paschalidis
2025	J	`jnl`	Distributionally Robust Learning in Survival Analysis. CoRR Yeping Jin, Lauren Wise, Ioannis Ch. Paschalidis
2025	J	`jnl`	Enhancing Diversity in Large Language Models via Determinantal Point Processes. CoRR Yilei Chen, Souradip Chakraborty, Lorenz Wolf, Ioannis Ch. Paschalidis, Aldo Pacchiano
2025	J	`jnl`	Generalized Policy Improvement Algorithms With Theoretically Supported Sample Reuse. IEEE Trans. Autom. Control. James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
2025	J	`jnl`	Geometric Re-Analysis of Classical MDP Solving Algorithms. CoRR Arsenii Mustafin, Aleksei Pakharev, Alex Olshevsky, Ioannis Ch. Paschalidis
2025	J	`jnl`	Network-Based Epidemic Control Through Optimal Travel and Quarantine Management. IEEE Trans. Control. Netw. Syst. Mahtab Talaei, Apostolos I. Rikos, Alex Olshevsky, Laura F. White, Ioannis Ch. Paschalidis
2025	A*	`conf`	Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning. ICRA Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2024	J	`jnl`	A GPT-based EHR modeling system for unsupervised novel disease detection. J. Biomed. Informatics Boran Hao, Yang Hu, William G. Adams, Sabrina A. Assoumou, Heather Hsu, Nahid Bhadelia, Ioannis Ch. Paschalidis
2024	—	`conf`	A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations. CDC Erhan Can Ozcan, Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2024	J	`jnl`	A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations. CoRR Erhan Can Ozcan, Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2024	J	`jnl`	Adversarial Imitation Learning from Visual Observations using Latent Information. Trans. Mach. Learn. Res. Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2024	J	`jnl`	Automating biomedical literature review for rapid drug discovery: Leveraging GPT-4 to expedite pandemic response. Int. J. Medical Informatics Jingmei Yang, Kenji C. Walker, Ayse A. Bekar-Cesaretli, Boran Hao, Nahid Bhadelia, Diane Joseph-McCarthy, Ioannis Ch. Paschalidis
2024	J	`jnl`	Closing the gap between SVRG and TD-SVRG with Gradient Splitting. Trans. Mach. Learn. Res. Arsenii Mustafin, Alex Olshevsky, Ioannis Ch. Paschalidis
2024	J	`jnl`	Combining imitation and deep reinforcement learning to human-level performance on a virtual foraging task. Adapt. Behav. Vittorio Giammarino, Matthew F. Dunne, Kylie N. Moore, Michael E. Hasselmo, Chantal E. Stern, Ioannis Ch. Paschalidis
2024	—	`conf`	Conductor: A Collaboration Framework for Multi-Data-Center Demand Response. IGSC Fatih Acun, Ioannis Ch. Paschalidis, Ayse K. Coskun
2024	J	`jnl`	Data center and load aggregator coordination towards electricity demand response. Sustain. Comput. Informatics Syst. Yijia Zhang, Athanasios Tsiligkaridis, Ioannis Ch. Paschalidis, Ayse K. Coskun
2024	J	`jnl`	Environment Scan of Generative AI Infrastructure for Clinical and Translational Science. CoRR Betina Idnay, Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos, Douglas S. Bell, Cody Bumgardner, Thomas R. Campion Jr., Victor M. Castro, James J. Cimino, I. Glenn Cohen, David A. Dorr, Peter L. Elkin, Jungwei W. Fan, Todd Ferris, David J. Foran, David A. Hanauer, Mike Hogarth, Kun Huang, Jayashree Kalpathy-Cramer, Manoj Kandpal, Niranjan S. Karnik, Avnish Katoch, Albert M. Lai, Christophe G. Lambert, Lang Li, Christopher J. Lindsell, Jinze Liu, Zhiyong Lu, Yuan Luo, Peter McGarvey, Eneida A. Mendonça, Parsa Mirhaji, Shawn N. Murphy, John D. Osborne, Ioannis Ch. Paschalidis, Paul A. Harris, Fred W. Prior, Nicholas J. Shaheen, Nawar Shara, Ida Sim, Umberto Tachinardi, Lemuel R. Waitman, Rosalind J. Wright, Adrian H. Zai, Kai Zheng, Sandra Soo-Jin Lee, Bradley A. Malin, Karthik Natarajan, W. Nicholson Price, Rui Zhang, Yiye Zhang, Hua Xu, Jiang Bian, Chunhua Weng, Yifan Peng
2024	J	`jnl`	ITNR: Inversion Transformer-based Neural Ranking for cancer drug recommendations. Comput. Biol. Medicine Shahabeddin Sotudian, Ioannis Ch. Paschalidis
2024	B	`conf`	Improving Adaptive Online Learning Using Refined Discretization. ALT Zhiyu Zhang, Heng Yang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2024	J	`jnl`	MDP Geometry, Normalization and Value Free Solvers. CoRR Arsenii Mustafin, Aleksei Pakharev, Alex Olshevsky, Ioannis Ch. Paschalidis
2024	J	`jnl`	Multiple-policy Evaluation via Density Estimation. CoRR Yilei Chen, Aldo Pacchiano, Ioannis Ch. Paschalidis
2024	J	`jnl`	Network-Based Epidemic Control Through Optimal Travel and Quarantine Management. CoRR Mahtab Talaei, Apostolos I. Rikos, Alex Olshevsky, Laura F. White, Ioannis Ch. Paschalidis
2024	J	`jnl`	On Value Iteration Convergence in Connected MDPs. CoRR Arsenii Mustafin, Alex Olshevsky, Ioannis Ch. Paschalidis
2024	J	`jnl`	One-Shot Averaging for Distributed TD (λ) Under Markov Sampling. IEEE Control. Syst. Lett. Haoxing Tian, Ioannis Ch. Paschalidis, Alex Olshevsky
2024	J	`jnl`	One-Shot Averaging for Distributed TD(λ) Under Markov Sampling. CoRR Haoxing Tian, Ioannis Ch. Paschalidis, Alex Olshevsky
2024	J	`jnl`	Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. Trans. Mach. Learn. Res. James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras
2024	J	`jnl`	Provably Efficient Off-Policy Adversarial Imitation Learning with Convergence Guarantees. CoRR Yilei Chen, Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2024	—	`conf`	Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems. CDC Ehsan Sabouni, H. M. Sabbir Ahmad, Vittorio Giammarino, Christos G. Cassandras, Ioannis Ch. Paschalidis, Wenchao Li
2024	J	`jnl`	Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems. CoRR Ehsan Sabouni, H. M. Sabbir Ahmad, Vittorio Giammarino, Christos G. Cassandras, Ioannis Ch. Paschalidis, Wenchao Li
2024	J	`jnl`	Smooth Ranking SVM via Cutting-Plane Method. CoRR Erhan Can Ozcan, Berk Görgülü, Mustafa Gökçe Baydogan, Ioannis Ch. Paschalidis
2024	J	`jnl`	Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning. CoRR Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2023	—	`conf`	A Stackelberg Game Approach to Control the Overall Load Consumption of a Residential Neighborhood. CDC Erhan Can Ozcan, Ioannis Ch. Paschalidis
2023	J	`jnl`	Adversarial Imitation Learning from Visual Observations using Latent Information. CoRR Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
2023	—	`conf`	An End-to-End HPC Framework for Dynamic Power Objectives. SC Workshops Daniel C. Wilson, Fatih Acun, Siddhartha Jana, Federico Ardanaz, Jonathan M. Eastep, Ioannis Ch. Paschalidis, Ayse K. Coskun
2023	J	`jnl`	Attention Hybrid Variational Net for Accelerated MRI Reconstruction. CoRR Guoyao Shen, Boran Hao, Mengyu Li, Chad W. Farris, Ioannis Ch. Paschalidis, Stephan W. Anderson, Xin Zhang
2023	—	`conf`	Distributionally Robust Image Classifiers for Stroke Diagnosis in Accelerated MRI. MICCAI (5) Boran Hao, Guoyao Shen, Ruidi Chen, Chad W. Farris, Stephan W. Anderson, Xin Zhang, Ioannis Ch. Paschalidis
2023	Misc	`conf`	Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers. ICASSP Ruidi Chen, Boran Hao, Ioannis Ch. Paschalidis
2023	J	`jnl`	Improved prediction of MHC-peptide binding using protein language models. Frontiers Bioinform. Nasser Hashemi, Boran Hao, Mikhail Ignatov, Ioannis Ch. Paschalidis, Pirooz Vakili, Sandor Vajda, Dima Kozakov
2023	J	`jnl`	Improving Adaptive Online Learning Using Refined Discretization. CoRR Zhiyu Zhang, Heng Yang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2023	A*	`conf`	On the Performance of Temporal Difference Learning With Neural Networks. ICLR Haoxing Tian, Ioannis Ch. Paschalidis, Alex Olshevsky
2023	J	`jnl`	On the Performance of Temporal Difference Learning With Neural Networks. CoRR Haoxing Tian, Ioannis Ch. Paschalidis, Alex Olshevsky
2023	J	`jnl`	Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. CoRR James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras
2023	J	`jnl`	Personalized hypertension treatment recommendations by a data-driven model. BMC Medical Informatics Decis. Mak. Yang Hu, Jasmine Huerta, Nicholas Cordella, Rebecca Grochow Mishuris, Ioannis Ch. Paschalidis
2023	J	`jnl`	Unconstrained Dynamic Regret via Sparse Coding. CoRR Zhiyu Zhang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2022	J	`jnl`	A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent. IEEE Trans. Autom. Control. Shi Pu, Alex Olshevsky, Ioannis Ch. Paschalidis
2022	A	`conf`	Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory. AISTATS Zhiyu Zhang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2022	J	`jnl`	Closing the gap between SVRG and TD-SVRG with Gradient Splitting. CoRR Arsenii Mustafin, Alex Olshevsky, Ioannis Ch. Paschalidis
2022	—	`conf`	Context-Aware Destination and Time-To-Destination Prediction Using Machine learning. ISC2 Athanasios Tsiligkaridis, Jing Zhang, Ioannis Ch. Paschalidis, Hiroshi Taguchi, Satoko Sakajo, Daniel Nikovski
2022	J	`jnl`	Development and validation of predictive models for COVID-19 outcomes in a safety-net hospital population. J. Am. Medical Informatics Assoc. Boran Hao, Yang Hu, Shahabeddin Sotudian, Zahra Zad, William G. Adams, Sabrina A. Assoumou, Heather Hsu, Rebecca Grochow Mishuris, Ioannis Ch. Paschalidis
2022	J	`jnl`	Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse. CoRR James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
2022	J	`jnl`	HPC Data Center Participation in Demand Response: An Adaptive Policy With QoS Assurance. IEEE Trans. Sustain. Comput. Yijia Zhang, Daniel Curtis Wilson, Ioannis Ch. Paschalidis, Ayse K. Coskun
2022	J	`jnl`	Joint Data-Driven Estimation of Origin-Destination Demand and Travel Latency Functions in Multiclass Transportation Networks. IEEE Trans. Control. Netw. Syst. Salomón Wollenstein-Betech, Chuangchuang Sun, Jing Zhang, Christos G. Cassandras, Ioannis Ch. Paschalidis
2022	J	`jnl`	Learning from humans: combining imitation and deep reinforcement learning to accomplish human-level performance on a virtual foraging task. CoRR Vittorio Giammarino, Matthew F. Dunne, Kylie N. Moore, Michael E. Hasselmo, Chantal E. Stern, Ioannis Ch. Paschalidis
2022	J	`jnl`	Machine Learning for Pharmacogenomics and Personalized Medicine: A Ranking Model for Drug Sensitivity Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. Shahabeddin Sotudian, Ioannis Ch. Paschalidis
2022	J	`jnl`	Optimal Parameter-free Online Learning with Switching Cost. CoRR Zhiyu Zhang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2022	A*	`conf`	PDE-Based Optimal Strategy for Unconstrained Online Learning. ICML Zhiyu Zhang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2022	J	`jnl`	PDE-Based Optimal Strategy for Unconstrained Online Learning. CoRR Zhiyu Zhang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2022	J	`jnl`	Robust Grouped Variable Selection Using Distributionally Robust Optimization. J. Optim. Theory Appl. Ruidi Chen, Ioannis Ch. Paschalidis
2022	J	`jnl`	Routing and Rebalancing Intermodal Autonomous Mobility-on-Demand Systems in Mixed Traffic. IEEE Trans. Intell. Transp. Syst. Salomón Wollenstein-Betech, Mauro Salazar, Arian Houshmand, Marco Pavone, Ioannis Ch. Paschalidis, Christos G. Cassandras
2022	—	`conf`	Site-Wide HPC Data Center Demand Response. HPEC Daniel C. Wilson, Ioannis Ch. Paschalidis, Ayse K. Coskun
2021	A	`conf`	A Data Center Demand Response Policy for Real-World Workload Scenarios in HPC. DATE Yijia Zhang, Daniel C. Wilson, Ioannis Ch. Paschalidis, Ayse K. Coskun
2021	J	`jnl`	Communication-efficient SGD: From Local SGD to One-Shot Averaging. CoRR Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
2021	J	`jnl`	Distributionally Robust Learning. CoRR Ruidi Chen, Ioannis Ch. Paschalidis
2021	J	`jnl`	Distributionally Robust Multi-Output Regression Ranking. CoRR Shahabeddin Sotudian, Ruidi Chen, Ioannis Ch. Paschalidis
2021	J	`jnl`	Distributionally Robust Multiclass Classification and Applications in Deep CNN Image Classifiers. CoRR Ruidi Chen, Boran Hao, Ioannis Ch. Paschalidis
2021	J	`jnl`	Generalized Proximal Policy Optimization with Sample Reuse. CoRR James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
2021	J	`jnl`	Learning parametric policies and transition probability models of markov decision processes from data. Eur. J. Control Tingting Xu, Henghui Zhu, Ioannis Ch. Paschalidis
2021	—	`conf`	Online Baum-Welch algorithm for Hierarchical Imitation Learning. CDC Vittorio Giammarino, Ioannis Ch. Paschalidis
2021	J	`jnl`	Online Baum-Welch algorithm for Hierarchical Imitation Learning. CoRR Vittorio Giammarino, Ioannis Ch. Paschalidis
2021	—	`conf`	Planning Strategies for Lane Reversals in Transportation Networks. ITSC Salomón Wollenstein-Betech, Ioannis Ch. Paschalidis, Christos G. Cassandras
2021	J	`jnl`	Planning Strategies for Lane Reversals in Transportation Networks. CoRR Salomón Wollenstein-Betech, Ioannis Ch. Paschalidis, Christos G. Cassandras
2021	A	`conf`	Provable Hierarchical Imitation Learning via EM. AISTATS Zhiyu Zhang, Ioannis Ch. Paschalidis
2021	J	`jnl`	Redefining and Validating Digital Biomarkers as Fluid, Dynamic Multi-Dimensional Digital Signal Patterns. Frontiers Digit. Health Rhoda Au, Vijaya B. Kolachalama, Ioannis Ch. Paschalidis
2021	J	`jnl`	Strongly Adaptive OCO with Memory. CoRR Zhiyu Zhang, Ashok Cutkosky, Ioannis Ch. Paschalidis
2021	A*	`conf`	Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach. AAAI James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
2020	J	`jnl`	Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning: Examining Distributed and Centralized Stochastic Gradient Descent. IEEE Signal Process. Mag. Shi Pu, Alex Olshevsky, Ioannis Ch. Paschalidis
2020	—	`conf`	Congestion-aware Routing and Rebalancing of Autonomous Mobility-on-Demand Systems in Mixed Traffic. ITSC Salomón Wollenstein-Betech, Arian Houshmand, Mauro Salazar, Marco Pavone, Christos G. Cassandras, Ioannis Ch. Paschalidis
2020	J	`jnl`	Congestion-aware Routing and Rebalancing of Autonomous Mobility-on-Demand Systems in Mixed Traffic. CoRR Salomón Wollenstein-Betech, Arian Houshmand, Mauro Salazar, Marco Pavone, Christos G. Cassandras, Ioannis Ch. Paschalidis
2020	—	`conf`	Coordinated Demand Response By Data Centers Using Inverse Optimization. SmartGridComm Athanasios Tsiligkaridis, Ioannis Ch. Paschalidis, Ayse K. Coskun
2020	J	`jnl`	Distributionally Robust Learning. Found. Trends Optim. Ruidi Chen, Ioannis Ch. Paschalidis
2020	J	`jnl`	Editorial The IEEE Transactions on Control of Network Systems and the Evolution of the Field. IEEE Trans. Control. Netw. Syst. Ioannis Ch. Paschalidis
2020	B	`conf`	Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base. COLING Boran Hao, Henghui Zhu, Ioannis Ch. Paschalidis
2020	—	`conf`	Explainability of Intelligent Transportation Systems using Knowledge Compilation: a Traffic Light Controller Case. ITSC Salomón Wollenstein-Betech, Christian Muise, Christos G. Cassandras, Ioannis Ch. Paschalidis, Yasaman Khazaeni
2020	J	`jnl`	Explainability of Intelligent Transportation Systems using Knowledge Compilation: a Traffic Light Controller Case. CoRR Salomón Wollenstein-Betech, Christian Muise, Christos G. Cassandras, Ioannis Ch. Paschalidis, Yasaman Khazaeni
2020	—	`conf`	Joint Pricing and Rebalancing of Autonomous Mobility-on-Demand Systems. CDC Salomón Wollenstein-Betech, Ioannis Ch. Paschalidis, Christos G. Cassandras
2020	J	`jnl`	Joint Pricing and Rebalancing of Autonomous Mobility-on-Demand Systems. CoRR Salomón Wollenstein-Betech, Ioannis Ch. Paschalidis, Christos G. Cassandras
2020	J	`jnl`	Learning from animals: How to Navigate Complex Terrains. PLoS Comput. Biol. Henghui Zhu, Hao Liu, Armin Ataei, Yonatan Munk, Thomas Daniel, Ioannis Ch. Paschalidis
2020	J	`jnl`	Local SGD With a Communication Overhead Depending Only on the Number of Workers. CoRR Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
2020	J	`jnl`	Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: Hospitalizations, mortality, and the need for an ICU or ventilator. Int. J. Medical Informatics Salomón Wollenstein-Betech, Christos G. Cassandras, Ioannis Ch. Paschalidis
2020	J	`jnl`	Provable Hierarchical Imitation Learning via EM. CoRR Zhiyu Zhang, Ioannis Ch. Paschalidis
2020	J	`jnl`	Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions. J. Mach. Learn. Res. Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
2020	J	`jnl`	Robust Grouped Variable Selection Using Distributionally Robust Optimization. CoRR Ruidi Chen, Ioannis Ch. Paschalidis
2020	J	`jnl`	Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric. CoRR Ruidi Chen, Ioannis Ch. Paschalidis
2020	J	`jnl`	Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach. CoRR James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
2019	—	`conf`	A Distributionally Robust Optimization Approach for Multivariate Linear Regression under the Wasserstein Metric. CDC Ruidi Chen, Ioannis Ch. Paschalidis
2019	C	`conf`	A Hebbian learning algorithm for training a neural circuit to perform context-dependent associations of stimuli. ACC Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
2019	J	`jnl`	A Non-Asymptotic Analysis of Network Independence for Distributed Stochastic Gradient Descent. CoRR Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu
2019	J	`jnl`	Asymptotic Network Independence in Distributed Optimization for Machine Learning. CoRR Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu
2019	—	`conf`	Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models. CDC Taiyao Wang, Ioannis Ch. Paschalidis
2019	J	`jnl`	Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models. CoRR Taiyao Wang, Ioannis Ch. Paschalidis
2019	—	`conf`	Data Center Demand Response Pricing Using Inverse Optimization. e-Energy Athanasios Tsiligkaridis, Ioannis Ch. Paschalidis, Ayse K. Coskun
2019	—	`conf`	Data Center Participation in Demand Response Programs with Quality-of-Service Guarantees. e-Energy Yijia Zhang, Ioannis Ch. Paschalidis, Ayse K. Coskun
2019	J	`jnl`	Distributed MPC for Coordinated Energy Efficiency Utilization in Microgrid Systems. IEEE Trans. Smart Grid Yigao Du, Jing Wu, Shaoyuan Li, Chengnian Long, Ioannis Ch. Paschalidis
2019	—	`conf`	Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data. CDC Salomón Wollenstein-Betech, Chuangchuang Sun, Jing Zhang, Ioannis Ch. Paschalidis
2019	J	`jnl`	Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data. CoRR Salomón Wollenstein-Betech, Chuangchuang Sun, Jing Zhang, Ioannis Ch. Paschalidis
2019	J	`jnl`	Learning From Past Bids to Participate Strategically in Day-Ahead Electricity Markets. IEEE Trans. Smart Grid Ruidi Chen, Ioannis Ch. Paschalidis, Michael C. Caramanis, Panagiotis Andrianesis
2019	C	`conf`	Learning Parameterized Prescription Policies and Disease Progression Dynamics using Markov Decision Processes. ACC Henghui Zhu, Tingting Xu, Ioannis Ch. Paschalidis
2019	J	`jnl`	Learning Policies for Markov Decision Processes From Data. IEEE Trans. Autom. Control. Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
2019	—	`conf`	Learning models for writing better doctor prescriptions. ECC Tingting Xu, Ioannis Ch. Paschalidis
2019	—	`conf`	Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions. ECC Taiyao Wang, Ioannis Ch. Paschalidis
2019	J	`jnl`	Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions. CoRR Taiyao Wang, Ioannis Ch. Paschalidis
2019	A*	`conf`	Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression. NeurIPS Ruidi Chen, Ioannis Ch. Paschalidis
2018	—	`conf`	A Distributionally Robust Optimization Approach for Outlier Detection. CDC Ruidi Chen, Ioannis Ch. Paschalidis
2018	J	`jnl`	A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization. J. Mach. Learn. Res. Ruidi Chen, Ioannis Ch. Paschalidis
2018	J	`jnl`	Clinical Concept Extraction with Contextual Word Embedding. CoRR Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi
2018	J	`jnl`	Federated learning of predictive models from federated Electronic Health Records. Int. J. Medical Informatics Theodora S. Brisimi, Ruidi Chen, Theofanie Mela, Alex Olshevsky, Ioannis Ch. Paschalidis, Wei Shi
2018	C	`conf`	Fully Asynchronous Push-Sum With Growing Intercommunication Intervals. ACC Alex Olshevsky, Ioannis Ch. Paschalidis, Artin Spiridonoff
2018	J	`jnl`	Learning Optimal Personalized Treatment Rules Using Robust Regression Informed K-NN. CoRR Ruidi Chen, Ioannis Ch. Paschalidis
2018	J	`jnl`	Neural circuits for learning context-dependent associations of stimuli. Neural Networks Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
2018	J	`jnl`	Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. CoRR Theodora S. Brisimi, Tingting Xu, Taiyao Wang, Wuyang Dai, William G. Adams, Ioannis Ch. Paschalidis
2018	J	`jnl`	Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. Proc. IEEE Theodora S. Brisimi, Tingting Xu, Taiyao Wang, Wuyang Dai, William G. Adams, Ioannis Ch. Paschalidis
2018	J	`jnl`	Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models. IEEE Trans. Signal Process. Jing Zhang, Ioannis Ch. Paschalidis
2018	J	`jnl`	The Price of Anarchy in Transportation Networks: Data-Driven Evaluation and Reduction Strategies. Proc. IEEE Jing Zhang, Sepideh Pourazarm, Christos G. Cassandras, Ioannis Ch. Paschalidis
2017	J	`jnl`	An Actor-Critic Algorithm With Second-Order Actor and Critic. IEEE Trans. Autom. Control. Jing Wang, Ioannis Ch. Paschalidis
2017	J	`jnl`	Botnet Detection Based on Anomaly and Community Detection. IEEE Trans. Control. Netw. Syst. Jing Wang, Ioannis Ch. Paschalidis
2017	J	`jnl`	Data-Driven Estimation of Travel Latency Cost Functions via Inverse Optimization in Multi-Class Transportation Networks. CoRR Jing Zhang, Ioannis Ch. Paschalidis
2017	—	`conf`	Data-driven estimation of travel latency cost functions via inverse optimization in multi-class transportation networks. CDC Jing Zhang, Ioannis Ch. Paschalidis
2017	—	`conf`	Feature extraction in Q-learning using neural networks. CDC Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
2017	J	`jnl`	Learning Policies for Markov Decision Processes from Data. CoRR Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
2017	J	`jnl`	Outlier Detection Using Robust Optimization with Uncertainty Sets Constructed from Risk Measures. SIGMETRICS Perform. Evaluation Rev. Ruidi Chen, Ioannis Ch. Paschalidis
2017	J	`jnl`	Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget. CoRR Henghui Zhu, Feng Nan, Ioannis Ch. Paschalidis, Venkatesh Saligrama
2017	J	`jnl`	Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models. CoRR Jing Zhang, Ioannis Ch. Paschalidis
2017	—	`conf`	Strategic equilibrium bidding for electricity suppliers in a day-ahead market using inverse optimization. CDC Ruidi Chen, Ioannis Ch. Paschalidis, Michael C. Caramanis
2016	—	`conf`	A joint sparse clustering and classification approach with applications to hospitalization prediction. CDC Tingting Xu, Theodora S. Brisimi, Taiyao Wang, Wuyang Dai, Ioannis Ch. Paschalidis
2016	A*	`conf`	Cooperative multi-quadrotor pursuit of an evader in an environment with no-fly zones. ICRA Alyssa Pierson, Armin Ataei, Ioannis Ch. Paschalidis, Mac Schwager
2016	J	`jnl`	Data-driven Estimation of Origin-Destination Demand and User Cost Functions for the Optimization of Transportation Networks. CoRR Jing Zhang, Sepideh Pourazarm, Christos G. Cassandras, Ioannis Ch. Paschalidis
2016	J	`jnl`	Focused grid-based resampling for protein docking and mapping. J. Comput. Chem. Artem B. Mamonov, Mohammad Moghadasi, Hanieh Mirzaei, Shahrooz Zarbafian, Laurie E. Grove, Tanggis Bohnuud, Pirooz Vakili, Ioannis Ch. Paschalidis, Sandor Vajda, Dima Kozakov
2016	—	`conf`	Learning parameterized policies for Markov decision processes through demonstrations. CDC Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
2016	—	`conf`	Optimal allocation of metabolic functions among organisms in a microbial ecosystem. CDC Qi Zhao, Daniel Segrè, Ioannis Ch. Paschalidis
2016	J	`jnl`	Provision of Regulation Service by Smart Buildings. IEEE Trans. Smart Grid Enes Bilgin, Michael C. Caramanis, Ioannis Ch. Paschalidis, Christos G. Cassandras
2016	J	`jnl`	Robust measurement-based buffer overflow probability estimators for QoS provisioning and traffic anomaly prediction applicationm. CoRR Spyridon Vassilaras, Ioannis Ch. Paschalidis
2016	J	`jnl`	Sensing and Classifying Roadway Obstacles in Smart Cities: The Street Bump System. IEEE Access Theodora S. Brisimi, Christos G. Cassandras, Chris Osgood, Ioannis Ch. Paschalidis, Yue Zhang
2016	J	`jnl`	The Price of Anarchy in Transportation Networks by Estimating User Cost Functions from Actual Traffic Data. CoRR Jing Zhang, Sepideh Pourazarm, Christos G. Cassandras, Ioannis Ch. Paschalidis
2016	—	`conf`	The price of anarchy in transportation networks by estimating user cost functions from actual traffic data. CDC Jing Zhang, Sepideh Pourazarm, Christos G. Cassandras, Ioannis Ch. Paschalidis
2015	J	`jnl`	A Message-Passing Algorithm for Wireless Network Scheduling. IEEE/ACM Trans. Netw. Ioannis Ch. Paschalidis, Fuzhuo Huang, Wei Lai
2015	J	`jnl`	Accounting for observed small angle X-ray scattering profile in the protein-protein docking server cluspro. J. Comput. Chem. Bing Xia, Artem B. Mamonov, Seppe Leysen, Karen N. Allen, Sergei V. Strelkov, Ioannis Ch. Paschalidis, Sandor Vajda, Dima Kozakov
2015	J	`jnl`	Adaptive Control of Bivalirudin in the Cardiac Intensive Care Unit. IEEE Trans. Biomed. Eng. Qi Zhao, Thomas Edrich, Ioannis Ch. Paschalidis
2015	J	`jnl`	An Improved Composite Hypothesis Test for Markov Models with Applications in Network Anomaly Detection. CoRR Jing Zhang, Ioannis Ch. Paschalidis
2015	—	`conf`	An improved composite hypothesis test for Markov models with applications in network anomaly detection. CDC Jing Zhang, Ioannis Ch. Paschalidis
2015	J	`jnl`	Botnet Detection using Social Graph Analysis. CoRR Jing Wang, Ioannis Ch. Paschalidis
2015	J	`jnl`	Data-driven estimation in equilibrium using inverse optimization. Math. Program. Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis
2015	J	`jnl`	Distribution-dependent robust linear optimization with applications to inventory control. Ann. Oper. Res. Seong-Cheol Kang, Theodora S. Brisimi, Ioannis Ch. Paschalidis
2015	—	`conf`	Learning cellular objectives from fluxes by inverse optimization. CDC Qi Zhao, Arion Stettner, Ed Reznik, Daniel Segrè, Ioannis Ch. Paschalidis
2015	J	`jnl`	Prediction of hospitalization due to heart diseases by supervised learning methods. Int. J. Medical Informatics Wuyang Dai, Theodora S. Brisimi, William G. Adams, Theofanie Mela, Venkatesh Saligrama, Ioannis Ch. Paschalidis
2015	—	`conf`	Quadrotor deployment for emergency response in smart cities: A robust MPC approach. CDC Armin Ataei, Ioannis Ch. Paschalidis
2015	J	`jnl`	Robust Anomaly Detection in Dynamic Networks. CoRR Jing Wang, Ioannis Ch. Paschalidis
2015	J	`jnl`	Robust Fluid Processing Networks. IEEE Trans. Autom. Control. Dimitris Bertsimas, Ebrahim Nasrabadi, Ioannis Ch. Paschalidis
2015	—	`conf`	Sensing and classifying roadway obstacles: The street bump anomaly detection and decision support system. CASE Theodora S. Brisimi, Setareh Ariafar, Yue Zhang, Christos G. Cassandras, Ioannis Ch. Paschalidis
2015	J	`jnl`	Statistical Traffic Anomaly Detection in Time-Varying Communication Networks. IEEE Trans. Control. Netw. Syst. Jing Wang, Ioannis Ch. Paschalidis
2015	J	`jnl`	Temporal logic motion control using actor-critic methods. Int. J. Robotics Res. Jing Wang, Xu Chu Ding, Morteza Lahijanian, Ioannis Ch. Paschalidis, Calin Belta
2015	J	`jnl`	The Impact of Side-Chain Packing on Protein Docking Refinement. J. Chem. Inf. Model. Mohammad Moghadasi, Hanieh Mirzaei, Artem B. Mamonov, Pirooz Vakili, Sandor Vajda, Ioannis Ch. Paschalidis, Dima Kozakov
2014	—	`conf`	A Hessian actor-critic algorithm. CDC Jing Wang, Ioannis Ch. Paschalidis
2014	—	`conf`	A Subspace Semi-Definite programming-based Underestimation (SSDU) method for stochastic global optimization in protein docking. CDC Feng Nan, Mohammad Moghadasi, Pirooz Vakili, Sandor Vajda, Dima Kozakov, Ioannis Ch. Paschalidis
2014	—	`conf`	Botnet detection using social graph analysis. Allerton Jing Wang, Ioannis Ch. Paschalidis
2014	J	`jnl`	Formation Detection with Wireless Sensor Networks. ACM Trans. Sens. Networks Ioannis Ch. Paschalidis, Wuyang Dai, Dong Guo
2014	—	`conf`	Optimization on the space of rigid and flexible motions: An alternative manifold optimization approach. CDC Pirooz Vakili, Hanieh Mirzaei, Shahrooz Zarbafian, Ioannis Ch. Paschalidis, Dima Kozakov, Sandor Vajda
2014	J	`jnl`	Predicting and Evaluating the Effect of Bivalirudin in Cardiac Surgical Patients. IEEE Trans. Biomed. Eng. Qi Zhao, Thomas Edrich, Ioannis Ch. Paschalidis
2014	—	`conf`	Robust anomaly detection in dynamic networks. MED Jing Wang, Ioannis Ch. Paschalidis
2013	—	`conf`	A new distributed algorithm for side-chain positioning in the process of protein docking. CDC Mohammad Moghadasi, Dima Kozakov, Pirooz Vakili, Sandor Vajda, Ioannis Ch. Paschalidis
2013	—	`conf`	A predictive model for the anticoagulant bivalirudin administered to cardiac surgical patients. CDC Qi Zhao, Thomas Edrich, Ioannis Ch. Paschalidis
2013	—	`conf`	Distributed scheduling of wireless networks: A message passing approach. MED Ioannis Ch. Paschalidis, Fuzhuo Huang, Wei Lai
2013	—	`conf`	Flexible refinement of protein-ligand docking on manifolds. CDC Hanieh Mirzaei, Elizabeth A. Villar, Scott E. Mottarella, Dmitri Beglov, Ioannis Ch. Paschalidis, Sandor Vajda, Dima Kozakov, Pirooz Vakili
2013	J	`jnl`	Model-Free Stochastic Localization of CBRN Releases. IEEE Trans. Signal Process. Ronald Taylor Locke, Ioannis Ch. Paschalidis
2013	J	`jnl`	Network Anomaly Detection: A Survey and Comparative Analysis of Stochastic and Deterministic Methods. CoRR Jing Wang, Daniel Rossell, Christos G. Cassandras, Ioannis Ch. Paschalidis
2013	—	`conf`	Network anomaly detection: A survey and comparative analysis of stochastic and deterministic methods. CDC Jing Wang, Daniel Rossell, Christos G. Cassandras, Ioannis Ch. Paschalidis
2013	J	`jnl`	Scheduling Mobile Nodes for Cooperative Data Transport in Sensor Networks. IEEE/ACM Trans. Netw. Reza Moazzez Estanjini, Jing Wang, Ioannis Ch. Paschalidis
2013	—	`conf`	Smart building real time pricing for offering load-side Regulation Service reserves. CDC Enes Bilgin, Michael C. Caramanis, Ioannis Ch. Paschalidis
2012	—	`conf`	A message passing approach to Side Chain Positioning with applications in protein docking refinement. CDC Mohammad Moghadasi, Dima Kozakov, Artem B. Mamonov, Pirooz Vakili, Sandor Vajda, Ioannis Ch. Paschalidis
2012	—	`conf`	A new approach to rigid body minimization with application to molecular docking. CDC Hanieh Mirzaei, Dima Kozakov, Dmitri Beglov, Ioannis Ch. Paschalidis, Sandor Vajda, Pirooz Vakili
2012	J	`jnl`	Inverse Optimization: A New Perspective on the Black-Litterman Model. Oper. Res. Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis
2012	J	`jnl`	On delay-minimized data harvesting with mobile elements in wireless sensor networks. Ad Hoc Networks Reza Moazzez Estanjini, Ioannis Ch. Paschalidis
2012	J	`jnl`	Position and Movement Detection of Wireless Sensor Network Devices Relative to a Landmark Graph. IEEE Trans. Mob. Comput. Keyong Li, Dong Guo, Yingwei Lin, Ioannis Ch. Paschalidis
2012	—	`conf`	Provision of regulation service reserves by flexible distributed loads. CDC Michael C. Caramanis, Ioannis Ch. Paschalidis, Christos G. Cassandras, Enes Bilgin, Elli Ntakou
2012	J	`jnl`	Robust Maximum Lifetime Routing and Energy Allocation in Wireless Sensor Networks. Int. J. Distributed Sens. Networks Ioannis Ch. Paschalidis, Ruomin Wu
2012	Misc	`conf`	Stochastic localization of CBRN releases. ICASSP Ronald Taylor Locke, Ioannis Ch. Paschalidis
2012	J	`jnl`	Temporal Logic Motion Control using Actor-Critic Methods CoRR Xu Chu Ding, Jing Wang, Morteza Lahijanian, Ioannis Ch. Paschalidis, Calin Belta
2012	A*	`conf`	Temporal logic motion control using actor-critic methods. ICRA Xu Chu Ding, Jing Wang, Morteza Lahijanian, Ioannis Ch. Paschalidis, Calin Belta
2011	—	`conf`	A market-based mechanism for providing demand-side regulation service reserves. CDC/ECC Ioannis Ch. Paschalidis, Binbin Li, Michael C. Caramanis
2011	J	`jnl`	Cyber-physical systems for next generation intelligent buildings. SIGBED Rev. Andreas Savvides, Ioannis Ch. Paschalidis, Michael C. Caramanis
2011	J	`jnl`	Energy Optimized Topologies for Distributed Averaging in Wireless Sensor Networks. IEEE Trans. Autom. Control. Ioannis Ch. Paschalidis, Binbin Li
2011	B	`conf`	Improved delay-minimized data harvesting with mobile elements in wireless sensor networks. WiOpt Reza Moazzez Estanjini, Ioannis Ch. Paschalidis
2011	J	`jnl`	Least Squares Temporal Difference Actor-Critic Methods with Applications to Robot Motion Control CoRR Reza Moazzez Estanjini, Xu Chu Ding, Morteza Lahijanian, Jing Wang, Calin Belta, Ioannis Ch. Paschalidis
2011	—	`conf`	Least squares temporal difference actor-critic methods with applications to robot motion control. CDC/ECC Reza Moazzez Estanjini, Xu Chu Ding, Morteza Lahijanian, Jing Wang, Calin Belta, Ioannis Ch. Paschalidis
2011	J	`jnl`	Optimizing Warehouse Forklift Dispatching Using a Sensor Network and Stochastic Learning. IEEE Trans. Ind. Informatics Reza Moazzez Estanjini, Yingwei Lin, Yingwei Li, Dong Guo, Ioannis Ch. Paschalidis
2011	—	`conf`	Posture detection with body area networks. BODYNETS Ioannis Ch. Paschalidis, Wuyang Dai, Dong Guo, Yingwei Lin, Keyong Li, Binbin Li
2010	J	`jnl`	A Distributed Actor-Critic Algorithm and Applications to Mobile Sensor Network Coordination Problems. IEEE Trans. Autom. Control. Paris Pennesi, Ioannis Ch. Paschalidis
2010	—	`conf`	On distributed multiple access control for wireless sensor networks. Allerton Ioannis Ch. Paschalidis, Wei Lai, Fuzhuo Huang
2010	J	`jnl`	Statistical anomaly detection with sensor networks. ACM Trans. Sens. Networks Ioannis Ch. Paschalidis, Yin Chen
2010	—	`conf`	The capacity of sparse networks under controlled mobility. CDC Ioannis Ch. Paschalidis, Reza Moazzez Estanjini
2009	—	`conf`	An actor-critic method using Least Squares Temporal Difference learning. CDC Ioannis Ch. Paschalidis, Keyong Li, Reza Moazzez Estanjini
2009	—	`conf`	Model-Free Probabilistic Localization of Wireless Sensor Network Nodes in Indoor Environments. MELT Ioannis Ch. Paschalidis, Keyong Li, Dong Guo
2009	—	`conf`	On energy optimized averaging in wireless sensor networks. CDC Ioannis Ch. Paschalidis, Binbin Li
2009	J	`jnl`	Optimized Scheduled Multiple Access Control for Wireless Sensor Networks. IEEE Trans. Autom. Control. Ioannis Ch. Paschalidis, Wei Lai, Xiangdong Song
2009	—	`conf`	Production planning and quality of service allocation across the supply chain in a dynamic lead time model. CDC Michael C. Caramanis, Chang-Chen Wu, Ioannis Ch. Paschalidis
2009	J	`jnl`	Robust and distributed stochastic localization in sensor networks: Theory and experimental results. ACM Trans. Sens. Networks Ioannis Ch. Paschalidis, Dong Guo
2009	J	`jnl`	Spatio-temporal network anomaly detection by assessing deviations of empirical measures. IEEE/ACM Trans. Netw. Ioannis Ch. Paschalidis, Georgios Smaragdakis
2008	A*	`conf`	A Decomposition Method for Transmission Scheduling in Multi-Channel Wireless Sensor Networks. INFOCOM Ioannis Ch. Paschalidis, Wei Lai, Xiangdong Song
2008	—	`conf`	Anomaly detection in sensor networks based on large deviations of Markov chain models. CDC Ioannis Ch. Paschalidis, Yin Chen
2008	—	`conf`	Landmark-based position and movement detection of wireless sensor network devices. Allerton Ioannis Ch. Paschalidis, Keyong Li, Dong Guo
2008	—	`conf`	On robust maximum lifetime routing in wireless sensor networks. CDC Ioannis Ch. Paschalidis, Ruomin Wu
2008	J	`jnl`	Optimally balancing energy consumption versus latency in sensor network routing. ACM Trans. Sens. Networks Wei Lai, Ioannis Ch. Paschalidis
2008	J	`jnl`	Protein Docking by the Underestimation of Free Energy Funnels in the Space of Encounter Complexes. PLoS Comput. Biol. Yang Shen, Ioannis Ch. Paschalidis, Pirooz Vakili, Sandor Vajda
2007	J	`jnl`	Asymptotically optimal transmission policies for large-scale low-power wireless sensor networks. IEEE/ACM Trans. Netw. Ioannis Ch. Paschalidis, Wei Lai, David Starobinski
2007	—	`conf`	Optimal transmission scheduling policies for wireless sensor networks with frequency diversity. CDC Ioannis Ch. Paschalidis, Wei Lai, Xiangdong Song
2007	—	`conf`	Optimizing noisy funnel-like functions on the euclidean group with applications to protein docking. CDC Yang Shen, Pirooz Vakili, Sandor Vajda, Ioannis Ch. Paschalidis
2007	—	`conf`	Robust and distributed localization in sensor networks. CDC Ioannis Ch. Paschalidis, Dong Guo
2007	J	`jnl`	SDU: A Semidefinite Programming-Based Underestimation Method for Stochastic Global Optimization in Protein Docking. IEEE Trans. Autom. Control. Ioannis Ch. Paschalidis, Yang Shen, Pirooz Vakili, Sandor Vajda
2007	B	`conf`	Sensor network minimal energy routing with latency guarantees. MobiHoc Wei Lai, Ioannis Ch. Paschalidis
2007	—	`conf`	Solving sensor network coverage problems by distributed asynchronous actor-critic methods. CDC Paris Pennesi, Ioannis Ch. Paschalidis
2006	—	`conf`	A Large Deviations Approach to Statistical Traffic Anomaly Detection. CDC Ioannis Ch. Paschalidis, Georgios Smaragdakis
2006	J	`jnl`	Enforcing Service-Level Constraints in Supply Chains With Assembly Operations. IEEE Trans. Autom. Control. Carmen Del Vecchio, Ioannis Ch. Paschalidis
2006	—	`conf`	Protein-protein docking with reduced potentials by exploiting multi-dimensional energy funnels. EMBC Ioannis Ch. Paschalidis, Yang Shen, Pirooz Vakili, Sandor Vajda
2006	—	`conf`	Routing through noise and sleeping nodes in sensor networks: latency vs. energy trade-offs. CDC Wei Lai, Ioannis Ch. Paschalidis
2006	J	`jnl`	Statistical location detection with sensor networks. IEEE Trans. Inf. Theory Saikat Ray, Wei Lai, Ioannis Ch. Paschalidis
2005	—	`conf`	A Semi-Definite programming-based Underestimation method for global optimization in molecular docking. CDC/ECC Ioannis Ch. Paschalidis, Yang Shen, Sandor Vajda, Pirooz Vakili
2005	A*	`conf`	Asymptotically optimal transmission policies for low-power wireless sensor networks. INFOCOM Ioannis Ch. Paschalidis, Wei Lai, David Starobinski
2005	A*	`conf`	Deployment optimization of sensornet-based stochastic location-detection systems. INFOCOM Saikat Ray, Wei Lai, Ioannis Ch. Paschalidis
2005	—	`conf`	Robust Linear Optimization: On the benefits of distributional information and applications in inventory control. CDC/ECC Ioannis Ch. Paschalidis, Seong-Cheol Kang
2004	J	`jnl`	Importance sampling for the estimation of buffer overflow probabilities via trace-driven simulations. IEEE/ACM Trans. Netw. Ioannis Ch. Paschalidis, Spyridon Vassilaras
2004	J	`jnl`	Inventory Control for Supply Chains with Service Level Constraints: A Synergy between Large Deviations and Perturbation Analysis. Ann. Oper. Res. Ioannis Ch. Paschalidis, Yong Liu, Christos G. Cassandras, Christos G. Panayiotou
2004	—	`conf`	On maximizing the utility of uplink transmissions in sensor networks under explicit fairness constraints. CDC Ioannis Ch. Paschalidis, Wei Lai, David Starobinski
2004	—	`conf`	Optimizing location detection services in wireless sensor networks. CDC Ioannis Ch. Paschalidis, Saikat Ray
2004	J	`jnl`	Target-pursuing scheduling and routing policies for multiclass queueing networks. IEEE Trans. Autom. Control. Ioannis Ch. Paschalidis, Chang Su, Michael C. Caramanis
2003	—	`conf`	Enforcing service-level constraints in supply chains with assembly operations. CDC Carmen Del Vecchio, Ioannis Ch. Paschalidis
2003	J	`jnl`	Large Deviations-Based Asymptotics for Inventory Control in Supply Chains. Oper. Res. Ioannis Ch. Paschalidis, Yong Liu
2003	—	`conf`	New scheduling policies for multiclass queueing networks: applications to peer-to-peer systems. CDC Ioannis Ch. Paschalidis, Chang Su, Michael C. Caramanis
2003	—	`conf`	Supply chain (SC) production planning with dynamic lead time and quality of service constraints. CDC Michael C. Caramanis, Osman M. Anli, Ioannis Ch. Paschalidis
2003	A*	`conf`	Target-Pursuing Policies for Open Multiclass Queueing Networks. INFOCOM Ioannis Ch. Paschalidis, Chang Su, Michael C. Caramanis
2002	—	`conf`	Distributed resource allocation in multiservice communication networks using pricing. CDC Ioannis Ch. Paschalidis, Young Liu
2002	J	`jnl`	Pricing in multiservice loss networks: static pricing, asymptotic optimality, and demand substitution effects. IEEE/ACM Trans. Netw. Ioannis Ch. Paschalidis, Yong Liu
2001	—	`conf`	Model-based estimation of buffer overflow probabilities from measurements. SIGMETRICS/Performance Ioannis Ch. Paschalidis, Spyridon Vassilaras
2001	J	`jnl`	On the estimation of buffer overflow probabilities from measurements. IEEE Trans. Inf. Theory Ioannis Ch. Paschalidis, Spyridon Vassilaras
2001	J	`jnl`	Probabilistic Service Level Guarantees in Make-to-Stock Manufacturing Systems. Oper. Res. Dimitris Bertsimas, Ioannis Ch. Paschalidis
2001	—	`conf`	Threshold-based control for make-to-stock models: a synergy between large deviations and perturbation analysis. CDC Ioannis Ch. Paschalidis, Yong Liu, Christos G. Cassandras, Ping Zhang
2000	J	`jnl`	Congestion-dependent pricing of network services. IEEE/ACM Trans. Netw. Ioannis Ch. Paschalidis, John N. Tsitsiklis
2000	—	`conf`	Large deviations-based asymptotics for inventory control in supply chains. CDC Ioannis Ch. Paschalidis, Yong Liu
1999	J	`jnl`	Class-specific quality of service guarantees in multimedia communication networks. Autom. Ioannis Ch. Paschalidis
1999	J	`jnl`	Large deviations analysis of the generalized processor sharing policy. Queueing Syst. Theory Appl. Dimitris Bertsimas, Ioannis Ch. Paschalidis, John N. Tsitsiklis
1998	J	`jnl`	Asymptotic buffer overflow probabilities in multiclass multiplexers: an optimal control approach. IEEE Trans. Autom. Control. Dimitris Bertsimas, Ioannis Ch. Paschalidis, John N. Tsitsiklis
1996	—	`—`	Large deviations in high speed communication networks. Ioannis Ch. Paschalidis
1995	J	`jnl`	Branching bandits and Klimov's problem: achievable region and side constraints. IEEE Trans. Autom. Control. Dimitris Bertsimas, Ioannis Ch. Paschalidis, John N. Tsitsiklis
1994	J	`jnl`	Congestion avoidance for ATM networks. Comput. Commun. Efstathios D. Sykas, Konstantinos M. Vlakos, Ioannis Ch. Paschalidis, Georgia Mourtzinou
1992	A*	`conf`	Congestion Avoidance in ATM Networks. INFOCOM Efstathios D. Sykas, Ioannis Ch. Paschalidis, Georgia Mourtzinou, Konstantinos M. Vlakos