Shuchin Aeron - RankMe

163 papers A* 8A 2B 11C 6Misc 13Journal 99Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Ensemble Inverse Problem: Applications and Methods. CoRR Zhengyan Huan, Camila Pazos, Martin Klassen, Vincent Croft, Pierre-Hugues Beauchemin, Shuchin Aeron
2025	J	`jnl`	Alternating minimization algorithm for unlabeled sensing and linked linear regression. Signal Process. Ahmed Ali Abbasi, Shuchin Aeron, Abiy Tasissa
2025	J	`jnl`	Efficient Constraint-Aware Flow Matching via Randomized Exploration. CoRR Zhengyan Huan, Jacob Boerma, Li-Ping Liu, Shuchin Aeron
2025	J	`jnl`	From Words to Wisdom: Discourse Annotation and Baseline Models for Student Dialogue Understanding. CoRR Farjana Sultana Mim, Shuchin Aeron, Eric Miller, Kristen B. Wendell
2025	J	`jnl`	Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching. CoRR Mudit Gaur, Prashant Trivedi, Shuchin Aeron, Amrit Singh Bedi, George K. Atia, Vaneet Aggarwal
2025	J	`jnl`	Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse. Trans. Mach. Learn. Res. Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar
2025	A	`conf`	Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications. AISTATS Matthew Werenski, Brendan Mallery, Shuchin Aeron, James M. Murphy
2025	A	`conf`	Synthesis and Analysis of Data as Probability Measures With Entropy-Regularized Optimal Transport. AISTATS Brendan Mallery, James M. Murphy, Shuchin Aeron
2025	J	`jnl`	Synthesis and Analysis of Data as Probability Measures with Entropy-Regularized Optimal Transport. CoRR Brendan Mallery, James M. Murphy, Shuchin Aeron
2024	—	`conf`	Distributionally Robust Domain Adaptation via Optimal Transport. MLSP Akram S. Awad, Shuchin Aeron, George K. Atia
2024	J	`jnl`	Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals. Top. Cogn. Sci. Matthias Scheutz, Shuchin Aeron, Ayca Aygun, J. P. de Ruiter, Sergio Fantini, Cristianne Fernandez, Zachary Haga, Thuan Nguyen, Boyang Lyu
2024	J	`jnl`	Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications. CoRR Matthew Werenski, Brendan Mallery, Shuchin Aeron, James M. Murphy
2024	—	`conf`	On Neural Collapse in Contrastive Learning with Imbalanced Datasets. MLSP Thuan Nguyen, Ruijie Jiang, Shuchin Aeron, Prakash Ishwar, D. Richard Brown
2024	J	`jnl`	On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. IEEE Trans. Inf. Theory Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron
2024	B	`conf`	Supervised Contrastive Learning with Hard Negative Samples. IJCNN Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron
2024	A*	`conf`	Systematic comparison of semi-supervised and self-supervised learning for medical image classification. CVPR Zhe Huang, Ruijie Jiang, Shuchin Aeron, Michael C. Hughes
2023	—	`conf`	A Compressed Sensing-based Resolution Reconfigurable Multi-Channel Sensor Node. SENSORS Laxmeesha Somappa, Shahid Malik, Shuchin Aeron, Sameer Sonkusale, Maryam Shojaei Baghini
2023	Misc	`conf`	A Principled Approach to Model Validation in Domain Generalization. ICASSP Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
2023	J	`jnl`	A principled approach to model validation in domain generalization. CoRR Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
2023	J	`jnl`	Accuracy versus time frontiers of semi-supervised and self-supervised learning on medical images. CoRR Zhe Huang, Ruijie Jiang, Shuchin Aeron, Michael C. Hughes
2023	J	`jnl`	Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization. IEEE Access Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2023	J	`jnl`	Estimation of entropy-regularized optimal transport maps between non-compactly supported measures. CoRR Matthew Werenski, James M. Murphy, Shuchin Aeron
2023	—	`conf`	Geometrically Regularized Wasserstein Dictionary Learning. TAG-ML Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa
2023	B	`conf`	Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. IJCNN Ruijie Jiang, Prakash Ishwar, Shuchin Aeron
2023	J	`jnl`	Improving adversarial robustness by learning shared information. Pattern Recognit. Xi Yu, Niklas Smedemark-Margulies, Shuchin Aeron, Toshiaki Koike-Akino, Pierre Moulin, Matthew Brand, Kieran Parsons, Ye Wang
2023	J	`jnl`	Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling. J. Mach. Learn. Res. Shoaib Bin Masud, Matthew Werenski, James M. Murphy, Shuchin Aeron
2023	J	`jnl`	Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations. IEEE Trans. Signal Process. Kevin C. Cheng, Eric L. Miller, Michael C. Hughes, Shuchin Aeron
2023	J	`jnl`	On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. CoRR Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron
2023	—	`conf`	On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control. MLSP Thuan Nguyen, Matthias Scheutz, Shuchin Aeron
2023	J	`jnl`	On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling. CoRR Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar
2022	J	`jnl`	Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing. CoRR Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
2022	B	`conf`	Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task. ICMI Ayca Aygun, Boyang Lyu, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
2022	B	`conf`	Conditional entropy minimization principle for learning domain invariant representation features. ICPR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Conditional entropy minimization principle for learning domain invariant representation features. CoRR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	A*	`conf`	Easy Variational Inference for Categorical Models via an Independent Binary Approximation. ICML Michael T. Wojnowicz, Shuchin Aeron, Eric L. Miller, Michael C. Hughes
2022	J	`jnl`	Easy Variational Inference for Categorical Models via an Independent Binary Approximation. CoRR Michael T. Wojnowicz, Shuchin Aeron, Eric L. Miller, Michael C. Hughes
2022	J	`jnl`	Geometric Sparse Coding in Wasserstein Space. CoRR Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa
2022	J	`jnl`	Investigating Methods for Cognitive Workload Estimation for Assistive Robots. Sensors Ayca Aygun, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
2022	—	`conf`	Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization. MLSP Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Joint covariate-alignment and concept-alignment: a framework for domain generalization. CoRR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	A*	`conf`	Measure Estimation in the Barycentric Coding Model. ICML Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy
2022	J	`jnl`	Measure Estimation in the Barycentric Coding Model. CoRR Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy
2022	J	`jnl`	Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Time-Series Analysis. CoRR Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller
2022	J	`jnl`	Supervised Contrastive Learning with Hard Negative Samples. CoRR Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron
2022	C	`conf`	Trade-off between reconstruction loss and feature alignment for domain generalization. ICMLA Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Trade-off between reconstruction loss and feature alignment for domain generalization. CoRR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	Misc	`conf`	r-Local Unlabeled Sensing: Improved Algorithm and Applications. ICASSP Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
2021	J	`jnl`	Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization. CoRR Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2021	A*	`conf`	Dynamical Wasserstein Barycenters for Time-series Modeling. NeurIPS Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller
2021	J	`jnl`	Dynamical Wasserstein Barycenters for Time-series Modeling. CoRR Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller
2021	J	`jnl`	Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. CoRR Ruijie Jiang, Prakash Ishwar, Shuchin Aeron
2021	J	`jnl`	Interpretable contrastive word mover's embedding. CoRR Ruijie Jiang, Julia Gouvea, Eric L. Miller, David Hammer, Shuchin Aeron
2021	J	`jnl`	Learning generative models for valid knockoffs using novel multivariate-rank based statistics. CoRR Shoaib Bin Masud, Shuchin Aeron
2021	J	`jnl`	Multiview Sensing With Unknown Permutations: An Optimal Transport Approach. CoRR Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron
2021	Misc	`conf`	Multiview Sensing with Unknown Permutations: an Optimal Transport Approach. ICASSP Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron
2021	B	`conf`	Robust Machine Learning via Privacy/ Rate-Distortion Theory. ISIT Ye Wang, Shuchin Aeron, Adnan Siraj Rakin, Toshiaki Koike-Akino, Pierre Moulin
2021	J	`jnl`	Robust and efficient change point detection using novel multivariate rank-energy GoF test. CoRR Shoaib Bin Masud, Shuchin Aeron
2021	J	`jnl`	Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport. CoRR Shoaib Bin Masud, Boyang Lyu, Shuchin Aeron
2021	B	`conf`	Towards Universal Adversarial Examples and Defenses. ITW Adnan Siraj Rakin, Ye Wang, Shuchin Aeron, Toshiaki Koike-Akino, Pierre Moulin, Kieran Parsons
2021	J	`jnl`	r-local sensing: Improved algorithm and applications. CoRR Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
2020	J	`jnl`	Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space. CoRR Ruijie Jiang, Julia Gouvea, David Hammer, Shuchin Aeron
2020	J	`jnl`	Domain Adaptation for Robust Workload Classification using fNIRS. CoRR Boyang Lyu, Thao Pham, Giles Blaney, Zachary Haga, Sergio Fantini, Shuchin Aeron
2020	J	`jnl`	Low-Tubal-Rank Tensor Completion Using Alternating Minimization. IEEE Trans. Inf. Theory Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang
2020	J	`jnl`	On Quantized Analog Compressive Sensing Methods for Efficient Resonator Frequency Estimation. IEEE Trans. Circuits Syst. Laxmeesha Somappa, Shuchin Aeron, Adarsh G. Menon, Sameer Sonkusale, Ashwin A. Seshia, Maryam Shojaei Baghini
2020	Misc	`conf`	Optimal Transport Based Change Point Detection and Time Series Segment Clustering. ICASSP Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Erika Hussey, Eric L. Miller
2020	C	`conf`	Optimization-based incentivization and control scheme for autonomous traffic. IV Uros Kalabic, Piyush Grover, Shuchin Aeron
2020	A*	`conf`	Representation Learning via Adversarially-Contrastive Optimal Transport. ICML Anoop Cherian, Shuchin Aeron
2020	J	`jnl`	Representation Learning via Adversarially-Contrastive Optimal Transport. CoRR Anoop Cherian, Shuchin Aeron
2020	J	`jnl`	Robust Machine Learning via Privacy/Rate-Distortion Theory. CoRR Ye Wang, Shuchin Aeron, Adnan Siraj Rakin, Toshiaki Koike-Akino, Pierre Moulin
2019	Misc	`conf`	Common Randomized Shortest Paths (C-RSP): A Simple Yet Effective Framework for Multi-view Graph Embedding. ICASSP Anuththari Gamage, Brian Rappaport, Shuchin Aeron, Xiaozhe Hu
2019	J	`jnl`	Editorial to The Special Issue on Tensor Image Processing. Signal Process. Image Commun. Yipeng Liu, Yuning Yang, Qibin Zhao, Shuchin Aeron
2019	J	`jnl`	On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems. CoRR Yanting Ma, Shuchin Aeron, Hassan Mansour
2019	J	`jnl`	Optimal Transport Based Change Point Detection and Time Series Segment Clustering. CoRR Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Erika Hussey, Eric L. Miller
2019	J	`jnl`	Principal component analysis with tensor train subspace. Pattern Recognit. Lett. Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2019	J	`jnl`	Unlabeled sensing with local permutations. CoRR Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
2018	J	`jnl`	A randomized tensor singular value decomposition based on the t-product. Numer. Linear Algebra Appl. Jiani Zhang, Arvind K. Saibaba, Misha E. Kilmer, Shuchin Aeron
2018	J	`jnl`	Multi-View Graph Embedding Using Randomized Shortest Paths. CoRR Anuththari Gamage, Brian Rappaport, Shuchin Aeron, Xiaozhe Hu
2018	J	`jnl`	Principal Component Analysis with Tensor Train Subspace. CoRR Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2018	J	`jnl`	Tensor Train Neighborhood Preserving Embedding. IEEE Trans. Signal Process. Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2017	—	`conf`	Algebraic Multigrid for Least Squares Problems on Graphs with Applications to HodgeRank. IPDPS Workshops Charles Colley, Junyuan Lin, Xiaozhe Hu, Shuchin Aeron
2017	A*	`conf`	Efficient Low Rank Tensor Ring Completion. ICCV Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2017	J	`jnl`	Efficient Low Rank Tensor Ring Completion. CoRR Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2017	J	`jnl`	Exact Tensor Completion Using t-SVD. IEEE Trans. Signal Process. Zemin Zhang, Shuchin Aeron
2017	J	`jnl`	Faster Clustering via Non-Backtracking Random Walks. CoRR Brian Rappaport, Anuththari Gamage, Shuchin Aeron
2017	J	`jnl`	Guest Editorial Computational Imaging for Earth Sciences. IEEE Trans. Computational Imaging Shuchin Aeron, Eric L. Miller, Melba M. Crawford, Alison Malcom, Andreas Reigber, Jocelyn Chanussot
2017	J	`jnl`	On Acoustic Signal Compression for Ultrasonic Borehole Imaging. IEEE Trans. Computational Imaging Bo Fan, Shuchin Aeron, Adam Pedrycz, Henri-Pierre Valero
2017	J	`jnl`	Sample, computation vs storage tradeoffs for classification using tensor subspace models. CoRR Mohammadhossein Chaghazardi, Shuchin Aeron
2017	J	`jnl`	Tensor Train Neighborhood Preserving Embedding. CoRR Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2017	J	`jnl`	Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model. Pattern Recognit. Lett. Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2017	J	`jnl`	Word Embeddings via Tensor Factorization. CoRR Eric Bailey, Shuchin Aeron
2016	J	`jnl`	A Randomized Tensor Singular Value Decomposition based on the t-product. CoRR Jiani Zhang, Arvind K. Saibaba, Misha Elena Kilmer, Shuchin Aeron
2016	—	`conf`	A note on information-theoretic bounds on matrix completion under union of subspaces model. Allerton Vaneet Aggarwal, Shuchin Aeron
2016	B	`conf`	A novel tensor algebraic approach for high-dimensional outlier detection under data misalignment. ICIP Bo Fan, Zemin Zhang, Shuchin Aeron
2016	J	`jnl`	Adaptive Sampling of RF Fingerprints for Fine-Grained Indoor Localization. IEEE Trans. Mob. Comput. Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu
2016	—	`conf`	Algorithms for item categorization based on ordinal ranking data. Allerton Josh Girson, Shuchin Aeron
2016	J	`jnl`	Algorithms for item categorization based on ordinal ranking data. CoRR Josh Girson, Shuchin Aeron
2016	Misc	`conf`	An online tensor robust PCA algorithm for sequential 2D data. ICASSP Zemin Zhang, Dehong Liu, Shuchin Aeron, Anthony Vetro
2016	A*	`conf`	Denoising and Completion of 3D Data via Multidimensional Dictionary Learning. IJCAI Zemin Zhang, Shuchin Aeron
2016	J	`jnl`	Distributed Subspace Consensus in the Presence of Dynamic In-Network Disturbance. IEEE Trans. Control. Netw. Syst. Usman A. Khan, Shuchin Aeron
2016	—	`conf`	Group invariant subspace learning for outlier detection. SSP Bo Fan, Shuchin Aeron
2016	B	`conf`	Inferring smartphone service quality using tensor methods. CNSM Vaneet Aggarwal, Ajay Mahimkar, Hongyao Ma, Zemin Zhang, Shuchin Aeron, Walter Willinger
2016	J	`jnl`	Low-tubal-rank Tensor Completion using Alternating Minimization. CoRR Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang
2016	—	`conf`	Multilinear subspace clustering. SSP Eric Kernfeld, Nathan Majumder, Shuchin Aeron, Misha E. Kilmer
2016	J	`jnl`	On Deterministic Conditions for Subspace Clustering under Missing Data. CoRR Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal
2016	B	`conf`	On deterministic conditions for subspace clustering under missing data. ISIT Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal
2016	J	`jnl`	On deterministic conditions for subspace clustering under missing data. CoRR Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal
2016	—	`conf`	On unsupervised clustering under the union of tensor subspaces. Allerton Mohammadhossein Chaghazardi, Shuchin Aeron
2016	—	`conf`	Sampling and recovery of MRI data using low rank tensor models. EMBC Daniel Banco, Shuchin Aeron, W. Scott Hoge
2016	J	`jnl`	Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model. CoRR Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
2016	Misc	`conf`	Tensor completion via adaptive sampling of tensor fibers: Application to efficient indoor RF fingerprinting. ICASSP Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu
2016	J	`jnl`	gEFM: An Algorithm for Computing Elementary Flux Modes Using Graph Traversal. IEEE ACM Trans. Comput. Biol. Bioinform. Ehsan Ullah, Shuchin Aeron, Soha Hassoun
2015	J	`jnl`	An algorithm for online tensor prediction. CoRR John Pothier, Josh Girson, Shuchin Aeron
2015	J	`jnl`	Denoising and Completion of 3D Data via Multidimensional Dictionary Learning. CoRR Zemin Zhang, Shuchin Aeron
2015	J	`jnl`	Exact tensor completion using t-SVD. CoRR Zemin Zhang, Shuchin Aeron
2015	J	`jnl`	Exploiting Algebraic and Structural Complexity for Single Snapshot Computed Tomography Hyperspectral Imaging Systems. IEEE J. Sel. Top. Signal Process. Bo Fan, Gregory Ely, Shuchin Aeron, Eric L. Miller
2015	J	`jnl`	Fine-grained Indoor Localization with Adaptively Sampled RF Fingerprints. CoRR Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu
2015	J	`jnl`	Group-Invariant Subspace Clustering. CoRR Shuchin Aeron, Eric Kernfeld
2015	—	`conf`	Group-invariant Subspace Clustering. Allerton Shuchin Aeron, Eric Kernfeld
2015	J	`jnl`	Information-theoretic Bounds on Matrix Completion under Union of Subspaces Model. CoRR Vaneet Aggarwal, Shuchin Aeron
2015	J	`jnl`	Joint Multi-Mode Dispersion Extraction in Frequency-Wavenumber and Space-Time Domains. IEEE Trans. Signal Process. Shuchin Aeron, Sandip Bose, Henri-Pierre Valero
2015	J	`jnl`	Multilinear Subspace Clustering. CoRR Eric Kernfeld, Nathan Majumder, Shuchin Aeron, Misha Elena Kilmer
2015	J	`jnl`	Robust Detection and Estimation for Logging While Drilling Monopole Acoustic Data. IEEE Trans. Signal Process. Shuchin Aeron, Sandip Bose, Henri-Pierre Valero
2015	—	`conf`	Tensor completion via optimization on the product of matrix manifolds. CAMSAP Josh Girson, Shuchin Aeron
2014	J	`jnl`	Clustering multi-way data: a novel algebraic approach. CoRR Eric Kernfeld, Shuchin Aeron, Misha Elena Kilmer
2014	—	`conf`	Distributed averaging in the presence of interference. ISCCSP Usman A. Khan, Shuchin Aeron
2014	Misc	`conf`	First Order Methods for Robust non-negative matrix factorization for large scale noisy data. ICASSP Jason Gejie Liu, Shuchin Aeron
2014	Misc	`conf`	Information alignment for consensus with interference. ICASSP Usman A. Khan, Shuchin Aeron
2014	A*	`conf`	Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD. CVPR Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Elena Kilmer
2014	J	`jnl`	Novel methods for multilinear data completion and de-noising based on tensor-SVD. CoRR Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Elena Kilmer
2014	J	`jnl`	Robust Large Scale Non-negative Matrix Factorization using Proximal Point Algorithm. CoRR Jason Gejie Liu, Shuchin Aeron
2013	J	`jnl`	A Compressed Sensing Analog-to-Information Converter With Edge-Triggered SAR ADC Core. IEEE Trans. Circuits Syst. I Regul. Pap. Michael Trakimas, Robert D'Angelo, Shuchin Aeron, Timothy M. Hancock, Sameer R. Sonkusale
2013	—	`conf`	Asymptotic optimality results for controlled sequential estimation. Allerton George K. Atia, Shuchin Aeron
2013	J	`jnl`	Complexity penalized hydraulic fracture localization and moment tensor estimation under limited model information CoRR Gregory Ely, Shuchin Aeron
2013	C	`conf`	Compressed sensing of EEG using a random sampling ADC in 90nm CMOS. BSN Robert D'Angelo, Michael Trakimas, Sameer R. Sonkusale, Shuchin Aeron
2013	J	`jnl`	Consensus in the presence of interference. CoRR Usman A. Khan, Shuchin Aeron
2013	—	`conf`	Controlled sensing for sequential estimation. GlobalSIP George K. Atia, Shuchin Aeron
2013	—	`conf`	Decomposing Biochemical Networks Into Elementary Flux Modes Using Graph Traversal. BCB Ehsan Ullah, Calvin Hopkins, Shuchin Aeron, Soha Hassoun
2013	C	`conf`	Experimental results on wideband spectrum sensing using random sampling ADC in 90nm CMOS. ISCAS Robert D'Angelo, Michael Trakimas, Shuchin Aeron, Sameer R. Sonkusale
2013	J	`jnl`	Exploiting Structural Complexity for Robust and Rapid Hyperspectral Imaging CoRR Gregory Ely, Shuchin Aeron, Eric L. Miller
2013	Misc	`conf`	Exploiting structural complexity for robust and rapid hyperspectral imaging. ICASSP Gregory Ely, Shuchin Aeron, Eric L. Miller
2013	J	`jnl`	Joint multi-mode dispersion extraction in Fourier and space time domains. CoRR Sandip Bose, Shuchin Aeron, Henri-Pierre Valero
2013	J	`jnl`	Methods for Large Scale Hydraulic Fracture Monitoring. CoRR Gregory Ely, Shuchin Aeron
2013	—	`conf`	Methods for large scale hydraulic fracture monitoring. CAMSAP Gregory Ely, Shuchin Aeron
2013	J	`jnl`	Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data. CoRR Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Elena Kilmer
2013	J	`jnl`	Robust Hydraulic Fracture Monitoring (HFM) of Multiple Time Overlapping Events Using a Generalized Discrete Radon Transform CoRR Gregory Ely, Shuchin Aeron
2013	—	`conf`	Robust large-scale non-negative matrix factorization using Proximal Point algorithm. GlobalSIP Jason Gejie Liu, Shuchin Aeron
2012	C	`conf`	Robust Hydraulic Fracture Monitoring (HFM) of multiple time overlapping events using a generalized discrete radon transform. IGARSS Gregory Ely, Shuchin Aeron
2012	—	`conf`	Robust detection of weak acoustic signals in noise using near optimal shrinkage in radon domain. SSP Shuchin Aeron, Sandip Bose, Henri-Pierre Valero
2011	J	`jnl`	Broadband Dispersion Extraction Using Simultaneous Sparse Penalization. IEEE Trans. Signal Process. Shuchin Aeron, Sandip Bose, Henri-Pierre Valero, Venkatesh Saligrama
2010	J	`jnl`	Information theoretic bounds for compressed sensing. IEEE Trans. Inf. Theory Shuchin Aeron, Venkatesh Saligrama, Manqi Zhao
2010	Misc	`conf`	Sparsity penalized reconstruction framework for broadband dispersion extraction. ICASSP Shuchin Aeron, Sandip Bose, Henri-Pierre Valero, Venkatesh Saligrama
2008	Misc	`conf`	Automatic dispersion extraction using continuous wavelet transform. ICASSP Shuchin Aeron, Sandip Bose, Henri-Pierre Valero
2008	J	`jnl`	Efficient Sensor Management Policies for Distributed Target Tracking in Multihop Sensor Networks. IEEE Trans. Signal Process. Shuchin Aeron, Venkatesh Saligrama, David A. Castañón
2008	J	`jnl`	Fundamental Limits on Sensing Capacity for Sensor Networks and Compressed Sensing CoRR Shuchin Aeron, Manqi Zhao, Venkatesh Saligrama
2008	—	`conf`	On Throughput Maximization and Interference Avoidance in Cognitive Radios. CCNC George K. Atia, Shuchin Aeron, Erhan Baki Ermis, Venkatesh Saligrama
2007	J	`jnl`	On sensing capacity of sensor networks for the class of linear observation, fixed SNR models CoRR Shuchin Aeron, Manqi Zhao, Venkatesh Saligrama
2007	J	`jnl`	Wireless Ad Hoc Networks: Strategies and Scaling Laws for the Fixed SNR Regime. IEEE Trans. Inf. Theory Shuchin Aeron, Venkatesh Saligrama
2006	Misc	`conf`	Distributed Target tracking and localization in multi-hop networks. CISS Shuchin Aeron, Venkatesh Saligrama, David Castanon
2006	—	`conf`	Energy Efficient Policies for Distributed Target Tracking in Multihop Sensor Networks. CDC Shuchin Aeron, Venkatesh Saligrama, David A. Castañón
2006	J	`jnl`	Wireless ad-hoc networks: Strategies and Scaling laws for the fixed SNR regime CoRR Shuchin Aeron, Venkatesh Saligrama
2004	B	`conf`	Capacity scaling in wireless ad-hoc networks with P ISIT Shuchin Aeron, Venkatesh Saligrama
2004	B	`conf`	Classification in sensor networks. ISIT Venkatesh Saligrama, Murat Alanyali, Onur Savas, Shuchin Aeron
2004	C	`conf`	Distributed Bayesian hypothesis testing in sensor networks. ACC Murat Alanyali, Venkatesh Saligrama, Onur Savas, Shuchin Aeron