Malik Magdon-Ismail

224 papers A* 13A 15B 17C 23Misc 1Journal 103Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Consistent Causal Inference of Group Effects in Non-Targeted Trials with Finitely Many Effect Levels. CoRR Georgios Mavroudeas, Malik Magdon-Ismail, Kristin P. Bennett, Jason Kuruzovich
2025	Misc	`conf`	Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities. ICASSP Songtao Lu, Yanna Ding, Lior Horesh, Jianxi Gao, Malik Magdon-Ismail
2025	J	`jnl`	Tight Success Probabilities for Quantum Period Finding and Phase Estimation. CoRR Malik Magdon-Ismail, Khai Dong
2024	A*	`conf`	Eureka: A General Framework for Black-box Differential Privacy Estimators. SP Yun Lu, Malik Magdon-Ismail, Yu Wei, Vassilis Zikas
2024	B	`conf`	Graph Representation Learning for Dengue Forecasting. IEEE Big Data Jiaqi Weng, David Qiu, Ethan Cruz, Malik Magdon-Ismail, Thilanka Munasinghe, Jennifer C. Wei, Ashan Pathirana, Mahi Pasarkar
2024	B	`conf`	Natural Language Processing for Extracting Rich Disease Data Aligned To Satellite Meteorological Data. IEEE Big Data Mahi Pasarkar, Junseob Kim, Eoin O'Gara, Alan Zhang, Malik Magdon-Ismail, Thilanka Munasinghe, Jiaqi Weng, David Qiu, Ethan Cruz, Jennifer C. Wei, Ashan Pathirana
2024	J	`jnl`	Predicting Time Series of Networked Dynamical Systems without Knowing Topology. CoRR Yanna Ding, Zijie Huang, Malik Magdon-Ismail, Jianxi Gao
2023	B	`conf`	Learning Network Dynamics from Noisy Steady States. ASONAM Yanna Ding, Jianxi Gao, Malik Magdon-Ismail
2023	J	`jnl`	Privacy-Utility Tradeoff of OLS with Random Projections. CoRR Yun Lu, Malik Magdon-Ismail, Yu Wei, Vassilis Zikas
2023	J	`jnl`	Reduced Label Complexity For Tight 𝓁 CoRR Alex Gittens, Malik Magdon-Ismail
2022	J	`jnl`	Eureka: A General Framework for Black-box Differential Privacy Estimators. IACR Cryptol. ePrint Arch. Yun Lu, Yu Wei, Malik Magdon-Ismail, Vassilis Zikas
2022	—	`conf`	FairMM: A Fast and Frontrunning-Resistant Crypto Market-Maker. CSCML Michele Ciampi, Muhammad Ishaq, Malik Magdon-Ismail, Rafail Ostrovsky, Vassilis Zikas
2022	—	`conf`	HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICKG Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett
2022	—	`conf`	HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICDM (Workshops) Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett
2022	—	`conf`	Subpopulation Analysis in Causal Inference: A Healthcare Case Study. BIBM Georgios Mavroudeas, Nafis Neehal, Jason Nicholas Kuruzovich, Kristin P. Bennett, Malik Magdon-Ismail
2021	J	`jnl`	FairMM: A Fast and Frontrunning-Resistant Crypto Market-Maker. IACR Cryptol. ePrint Arch. Michele Ciampi, Muhammad Ishaq, Malik Magdon-Ismail, Rafail Ostrovsky, Vassilis Zikas
2021	A*	`conf`	Learning GraphQL Query Cost. ASE Georgios Mavroudeas, Guillaume Baudart, Alan Cha, Martin Hirzel, Jim Alain Laredo, Malik Magdon-Ismail, Louis Mandel, Erik Wittern
2021	J	`jnl`	Learning GraphQL Query Costs (Extended Version). CoRR Georgios Mavroudeas, Guillaume Baudart, Alan Cha, Martin Hirzel, Jim Alain Laredo, Malik Magdon-Ismail, Louis Mandel, Erik Wittern
2021	J	`jnl`	NoisyCUR: An algorithm for two-cost budgeted matrix completion. CoRR Dong Hu, Alex Gittens, Malik Magdon-Ismail
2021	—	`conf`	Predictive Modeling for Complex Care Management. BIBM Georgios Mavroudeas, Nafis Neehal, Xiao Shou, Malik Magdon-Ismail, Jason Nicholas Kuruzovich, Kristin P. Bennett
2020	J	`jnl`	A New Mathematical Model for Controlled Pandemics Like COVID-19 : AI Implemented Predictions. CoRR Liam Dowling Jones, Malik Magdon-Ismail, Laura Mersini-Houghton, Steven Meshnick
2020	A*	`conf`	Inferring Degrees from Incomplete Networks and Nonlinear Dynamics. IJCAI Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2020	J	`jnl`	Inferring Degrees from Incomplete Networks and Nonlinear Dynamics. CoRR Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2020	J	`jnl`	Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics. CoRR Malik Magdon-Ismail
2020	—	`conf`	NoisyCUR: An Algorithm for Two-Cost Budgeted Matrix Completion. ECML/PKDD (1) Dong Hu, Alex Gittens, Malik Magdon-Ismail
2020	—	`conf`	Training Deep Neural Networks with Constrained Learning Parameters. ICRC Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
2020	J	`jnl`	Training Deep Neural Networks with Constrained Learning Parameters. CoRR Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
2020	A*	`conf`	True Nonlinear Dynamics from Incomplete Networks. AAAI Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2020	J	`jnl`	True Nonlinear Dynamics from Incomplete Networks. CoRR Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2019	J	`jnl`	Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks. CoRR Malik Magdon-Ismail, Alex Gittens
2019	J	`jnl`	Network Lens: Node Classification in Topologically Heterogeneous Networks. CoRR Kshiteesh Hegde, Malik Magdon-Ismail
2019	C	`conf`	PD-ML-Lite: Private Distributed Machine Learning from Lightweight Cryptography. ISC Maksim Tsikhanovich, Malik Magdon-Ismail, Muhammad Ishaq, Vassilis Zikas
2019	J	`jnl`	PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography. CoRR Maksim Tsikhanovich, Malik Magdon-Ismail, Muhammad Ishaq, Vassilis Zikas
2019	J	`jnl`	Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelines. CoRR Aritra Chowdhury, Malik Magdon-Ismail, Bülent Yener
2019	J	`jnl`	Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. CoRR Aritra Chowdhury, Malik Magdon-Ismail, Bülent Yener
2019	—	`conf`	Supervised Mixture Models for Population Health. BIBM Xiao Shou, Georgios Mavroudeas, Alexander New, Kofi Arhin, Jason Nicholas Kuruzovich, Malik Magdon-Ismail, Kristin P. Bennett
2019	J	`jnl`	The Intrinsic Scale of Networks is Small. CoRR Malik Magdon-Ismail, Kshiteesh Hegde
2019	B	`conf`	The intrinsic scale of networks is small. ASONAM Malik Magdon-Ismail, Kshiteesh Hegde
2018	A*	`conf`	A Mathematical Model For Optimal Decisions In A Representative Democracy. NeurIPS Malik Magdon-Ismail, Lirong Xia
2018	J	`jnl`	A Mathematical Model for Optimal Decisions in a Representative Democracy. CoRR Malik Magdon-Ismail, Lirong Xia
2018	—	`ch.`	Actionable Information in Social Networks, Diffusion of. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Cindy Hui, William A. Wallace, Malik Magdon-Ismail, Mark K. Goldberg
2018	—	`conf`	Efficient Classification of Supercomputer Failures Using Neuromorphic Computing. SSCI Prasanna Date, Christopher D. Carothers, James A. Hendler, Malik Magdon-Ismail
2018	J	`jnl`	Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers. CoRR Stephen Notley, Malik Magdon-Ismail
2018	J	`jnl`	Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification. CoRR Kshiteesh Hegde, Malik Magdon-Ismail, Ram Ramanathan, Bishal Thapa
2018	—	`conf`	Separating Terrorist-Like Topological Signatures Embedded in Benign Networks. MILCOM Kshiteesh Hegde, Malik Magdon-Ismail
2018	J	`jnl`	Structural Convergence Results for Approximation of Dominant Subspaces from Block Krylov Spaces. SIAM J. Matrix Anal. Appl. Petros Drineas, Ilse C. F. Ipsen, Eugenia-Maria Kontopoulou, Malik Magdon-Ismail
2017	J	`jnl`	A Robust Asynchronous Newton Method for Massive Scale Computing Systems. CoRR Travis Desell, Malik Magdon-Ismail, Heidi Jo Newberg, Lee A. Newberg, Boleslaw K. Szymanski, Carlos A. Varela
2017	J	`jnl`	NP-hardness and inapproximability of sparse PCA. Inf. Process. Lett. Malik Magdon-Ismail
2017	J	`jnl`	Recovering PCA and Sparse PCA via Hybrid-(l1, l2) Sparse Sampling of Data Elements. J. Mach. Learn. Res. Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
2016	—	`conf`	Clustering, Prominence and Social Network Analysis on Incomplete Networks. COMPLEX NETWORKS Kshiteesh Hegde, Malik Magdon-Ismail, Boleslaw K. Szymanski, Konstantin Kuzmin
2016	J	`jnl`	Feature selection for linear SVM with provable guarantees. Pattern Recognit. Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2016	J	`jnl`	Manipulation among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion. ACM Trans. Web Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
2016	B	`conf`	Network classification using adjacency matrix embeddings and deep learning. ASONAM Ke Wu, Philip Watters, Malik Magdon-Ismail
2016	J	`jnl`	Node-By-Node Greedy Deep Learning for Interpretable Features. CoRR Ke Wu, Malik Magdon-Ismail
2016	—	`conf`	Optimal Sparse Linear Encoders and Sparse PCA. NIPS Malik Magdon-Ismail, Christos Boutsidis
2016	J	`jnl`	Predicting charitable donations using social media. Soc. Netw. Anal. Min. Rostyslav Korolov, Justin Peabody, Allen Lavoie, Sanmay Das, Malik Magdon-Ismail, William A. Wallace
2016	J	`jnl`	Structural Convergence Results for Low-Rank Approximations from Block Krylov Spaces. CoRR Petros Drineas, Ilse Ipsen, Eugenia-Maria Kontopoulou, Malik Magdon-Ismail
2016	J	`jnl`	The Fast Cauchy Transform and Faster Robust Linear Regression. SIAM J. Comput. Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff
2015	B	`conf`	Actions Are Louder than Words in Social Media. ASONAM Rostyslav Korolov, Justin Peabody, Allen Lavoie, Sanmay Das, Malik Magdon-Ismail, William A. Wallace
2015	—	`conf`	Approximating Sparse PCA from Incomplete Data. NIPS Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
2015	J	`jnl`	Approximating Sparse PCA from Incomplete Data. CoRR Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
2015	—	`conf`	Column Selection via Adaptive Sampling. NIPS Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015	J	`jnl`	Column Selection via Adaptive Sampling. CoRR Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015	A	`conf`	Computing Manipulations of Ranking Systems. AAMAS Ethan Gertler, Erika Mackin, Malik Magdon-Ismail, Lirong Xia, Yuan Yi
2015	J	`jnl`	Extracting Hidden Groups and their Structure from Streaming Interaction Data. CoRR Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, William A. Wallace
2015	A	`conf`	Feature Selection for Linear SVM with Provable Guarantees. AISTATS Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015	J	`jnl`	NP-Hardness and Inapproximability of Sparse PCA. CoRR Malik Magdon-Ismail
2015	J	`jnl`	Optimal Sparse Linear Auto-Encoders and Sparse PCA. CoRR Malik Magdon-Ismail, Christos Boutsidis
2015	J	`jnl`	Recovering PCA from Hybrid-(ℓ CoRR Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
2015	J	`jnl`	Seeding influential nodes in non-submodular models of information diffusion. Auton. Agents Multi Agent Syst. Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail
2014	J	`jnl`	A note on sparse least-squares regression. Inf. Process. Lett. Christos Boutsidis, Malik Magdon-Ismail
2014	—	`ch.`	Actionable Information in Social Networks, Diffusion of. Encyclopedia of Social Network Analysis and Mining Cindy Hui, William A. Wallace, Malik Magdon-Ismail, Mark K. Goldberg
2014	J	`jnl`	Deterministic Feature Selection for Linear SVM with Provable Guarantees. CoRR Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2014	J	`jnl`	Faster SVD-Truncated Least-Squares Regression. CoRR Christos Boutsidis, Malik Magdon-Ismail
2014	B	`conf`	Faster SVD-truncated regularized least-squares. ISIT Christos Boutsidis, Malik Magdon-Ismail
2014	J	`jnl`	Local, community and global centrality methods for analyzing networks. Soc. Netw. Anal. Min. Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
2014	J	`jnl`	Near-Optimal Column-Based Matrix Reconstruction. SIAM J. Comput. Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
2014	J	`jnl`	Random Projections for Linear Support Vector Machines. ACM Trans. Knowl. Discov. Data Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
2014	B	`conf`	The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. COLING Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare R. Voss, Malik Magdon-Ismail
2013	J	`jnl`	A note on sparse least-squares regression. CoRR Christos Boutsidis, Malik Magdon-Ismail
2013	B	`conf`	Deconstructing centrality: thinking locally and ranking globally in networks. ASONAM Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
2013	J	`jnl`	Deterministic Feature Selection for $k$-Means Clustering. IEEE Trans. Inf. Theory Christos Boutsidis, Malik Magdon-Ismail
2013	J	`jnl`	Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix. Algorithmica Ali Çivril, Malik Magdon-Ismail
2013	A*	`conf`	Instructor Rating Markets. AAAI Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad
2013	A	`conf`	Manipulation among the arbiters of collective intelligence: how wikipedia administrators mold public opinion. CIKM Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
2013	J	`jnl`	Near-Optimal Coresets for Least-Squares Regression. IEEE Trans. Inf. Theory Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
2013	A	`conf`	Random Projections for Support Vector Machines. AISTATS Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
2013	J	`jnl`	Seeding Influential Nodes in Non-Submodular Models of Information Diffusion CoRR Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail
2013	A	`conf`	Seeding influential nodes in non-submodular models of information diffusion. AAMAS Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail
2013	A*	`conf`	The Fast Cauchy Transform and Faster Robust Linear Regression. SODA Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff
2013	J	`jnl`	iHypR: Prominence ranking in networks of collaborations with hyperedges. ACM Trans. Knowl. Discov. Data Sibel Adali, Malik Magdon-Ismail, Xiaohui Lu
2012	J	`jnl`	A Model for Information Growth in Collective Wisdom Processes. ACM Trans. Knowl. Discov. Data Sanmay Das, Malik Magdon-Ismail
2012	A*	`conf`	A bayesian market maker. EC Aseem Brahma, Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
2012	A*	`conf`	Actions speak as loud as words: predicting relationships from social behavior data. WWW Sibel Adali, Fred Sisenda, Malik Magdon-Ismail
2012	J	`jnl`	An analysis of optimal link bombs. Theor. Comput. Sci. Sibel Adali, Tina Liu, Malik Magdon-Ismail
2012	J	`jnl`	Approximating the covariance matrix of GMMs with low-rank perturbations. Int. J. Data Min. Model. Manag. Malik Magdon-Ismail, Jonathan T. Purnell
2012	—	`conf`	Attentive Betweenness Centrality (ABC): Considering Options and Bandwidth When Measuring Criticality. SocialCom/PASSAT Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
2012	J	`jnl`	Column subset selection via sparse approximation of SVD. Theor. Comput. Sci. Ali Çivril, Malik Magdon-Ismail
2012	B	`conf`	Communities and Balance in Signed Networks: A Spectral Approach. ASONAM Pranay Anchuri, Malik Magdon-Ismail
2012	A*	`conf`	Fast approximation of matrix coherence and statistical leverage. ICML Michael W. Mahoney, Petros Drineas, Malik Magdon-Ismail, David P. Woodruff
2012	J	`jnl`	Fast approximation of matrix coherence and statistical leverage. J. Mach. Learn. Res. Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, David P. Woodruff
2012	C	`conf`	Graph search beyond text: Relational searches in semantic hyperlinked data. ISI Mark K. Goldberg, J. Greenman, Bridget Gutting, Malik Magdon-Ismail, John Schwartz, William A. Wallace
2012	—	`conf`	Guard your connections: infiltration of a trust/reputation based network. WebSci Malik Magdon-Ismail, Brian Orecchio
2012	B	`conf`	Identifying Long Lived Social Communities Using Structural Properties. ASONAM Mark K. Goldberg, Malik Magdon-Ismail, James Thompson
2012	—	`conf`	Information cascades in social media in response to a crisis: a preliminary model and a case study. WWW (Companion Volume) Cindy Hui, Yulia Tyshchuk, William A. Wallace, Malik Magdon-Ismail, Mark K. Goldberg
2012	J	`jnl`	Near-Optimal Target Learning With Stochastic Binary Signals CoRR Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail
2012	J	`jnl`	Random Projections for Support Vector Machines CoRR Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
2012	J	`jnl`	Rich Coresets For Constrained Linear Regression CoRR Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
2012	J	`jnl`	Spreading Processes and Large Components in Ordered, Directed Random Graphs CoRR Paul Horn, Malik Magdon-Ismail
2012	J	`jnl`	The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1 CoRR Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff
2011	J	`jnl`	A Note On Estimating the Spectral Norm of A Matrix Efficiently CoRR Malik Magdon-Ismail
2011	—	`conf`	Aborting a Message Flowing through Social Communities. SocialCom/PASSAT Cindy Hui, Malik Magdon-Ismail, William A. Wallace, Mark K. Goldberg
2011	J	`jnl`	An Analysis of Optimal Link Bombs CoRR Sibel Adali, Tina Liu, Malik Magdon-Ismail
2011	J	`jnl`	Deterministic Feature Selection for $k$-means Clustering CoRR Christos Boutsidis, Malik Magdon-Ismail
2011	J	`jnl`	Editorial: One Year as EiC, and Editorial-Board Changes at TNN. IEEE Trans. Neural Networks Marco Baglietto, Lubica Benusková, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco A. Wiering, Vicente Zarzoso
2011	J	`jnl`	Embedding a Forest in a Graph. Electron. J. Comb. Mark K. Goldberg, Malik Magdon-Ismail
2011	—	`conf`	Evolving N-Body Simulations to Determine the Origin and Structure of the Milky Way Galaxy's Halo Using Volunteer Computing. IPDPS Workshops Travis J. Desell, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Benjamin A. Willett, Matthew Arsenault, Heidi Jo Newberg
2011	J	`jnl`	Fast approximation of matrix coherence and statistical leverage CoRR Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, David P. Woodruff
2011	—	`conf`	Instructor Rating Markets. AMMA Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad
2011	A*	`conf`	Near Optimal Column-Based Matrix Reconstruction. FOCS Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
2011	J	`jnl`	Near-Optimal Column-Based Matrix Reconstruction CoRR Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
2011	A	`conf`	Near-Optimal Target Learning With Stochastic Binary Signals. UAI Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail
2011	—	`ch.`	Oblivious Routing for Sensor Network Topologies. Theoretical Aspects of Distributed Computing in Sensor Networks Costas Busch, Malik Magdon-Ismail, Jing Xi
2011	J	`jnl`	Overlapping communities in social networks. Int. J. Soc. Comput. Cyber Phys. Syst. Stephen Kelley, Mark K. Goldberg, Konstantin Mertsalov, Malik Magdon-Ismail, William A. Wallace
2011	A	`conf`	Prominence Ranking in Graphs with Community Structure. ICWSM Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail, Jonathan T. Purnell
2011	J	`jnl`	Pushing Your Point of View: Behavioral Measures of Manipulation in Wikipedia CoRR Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
2011	—	`conf`	SSDE-Cluster: Fast Overlapping Clustering of Networks Using Sampled Spectral Distance Embedding and GMMs. SocialCom/PASSAT Malik Magdon-Ismail, Jonathan T. Purnell
2011	—	`conf`	Sparse Features for PCA-Like Linear Regression. NIPS Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
2011	—	`conf`	Tracking and Predicting Evolution of Social Communities. SocialCom/PASSAT Mark K. Goldberg, Malik Magdon-Ismail, Srinivas Nambirajan, James Thompson
2011	J	`jnl`	Using a Non-Commutative Bernstein Bound to Approximate Some Matrix Algorithms in the Spectral Norm CoRR Malik Magdon-Ismail
2010	A	`conf`	A Permutation Approach to Validation. SDM Malik Magdon-Ismail, Konstantin Mertsalov
2010	J	`jnl`	A permutation approach to validation. Stat. Anal. Data Min. Malik Magdon-Ismail, Konstantin Mertsalov
2010	—	`conf`	Agent-based simulation of the diffusion of warnings. SpringSim Cindy Hui, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2010	B	`conf`	An analysis of massively distributed evolutionary algorithms. IEEE Congress on Evolutionary Computation Travis J. Desell, David P. Anderson, Malik Magdon-Ismail, Heidi Jo Newberg, Boleslaw K. Szymanski, Carlos A. Varela
2010	C	`conf`	Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations. IDEAL Malik Magdon-Ismail, Jonathan T. Purnell
2010	A*	`conf`	Collective wisdom: information growth in wikis and blogs. EC Sanmay Das, Malik Magdon-Ismail
2010	J	`jnl`	Comparing Prediction Market Structures, With an Application to Market Making CoRR Aseem Brahma, Sanmay Das, Malik Magdon-Ismail
2010	J	`jnl`	Efficient Computation of Optimal Trading Strategies CoRR Victor Boyarshinov, Malik Magdon-Ismail
2010	J	`jnl`	Embedding a Forest in a Graph CoRR Mark K. Goldberg, Malik Magdon-Ismail
2010	—	`ch.`	Evolutionary Algorithms on Volunteer Computing Platforms: The MilkyWay@Home Project. Parallel and Distributed Computational Intelligence Nathan Cole, Travis J. Desell, Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Malik Magdon-Ismail, Heidi Jo Newberg, Boleslaw K. Szymanski, Carlos A. Varela
2010	J	`jnl`	Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix CoRR Ali Çivril, Malik Magdon-Ismail
2010	—	`conf`	Finding Overlapping Communities in Social Networks. SocialCom/PASSAT Mark K. Goldberg, Stephen Kelley, Malik Magdon-Ismail, Konstantin Mertsalov, Al Wallace
2010	—	`conf`	Measuring Similarity between Sets of Overlapping Clusters. SocialCom/PASSAT Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail
2010	C	`conf`	Measuring behavioral trust in social networks. ISI Sibel Adali, Robert Escriva, Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, Boleslaw K. Szymanski, William A. Wallace, Gregory Todd Williams
2010	C	`conf`	Optimal Oblivious Routing in Hole-Free Networks. QSHINE Costas Busch, Malik Magdon-Ismail
2010	—	`conf`	Permutation Complexity Bound on Out-Sample Error. NIPS Malik Magdon-Ismail
2010	J	`jnl`	Row Sampling for Matrix Algorithms via a Non-Commutative Bernstein Bound CoRR Malik Magdon-Ismail
2010	J	`jnl`	Simulating the Diffusion of Information: An Agent-Based Modeling Approach. Int. J. Agent Technol. Syst. Cindy Hui, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2010	C	`conf`	Validating Evolutionary Algorithms on Volunteer Computing Grids. DAIS Travis J. Desell, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Heidi Jo Newberg, David P. Anderson
2009	—	`conf`	Accelerating the MilkyWay@Home Volunteer Computing Project with GPUs. PPAM (1) Travis J. Desell, Anthony Waters, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Matthew Newby, Heidi Jo Newberg, Andreas Przystawik, David P. Anderson
2009	J	`jnl`	Atomic routing games on maximum congestion. Theor. Comput. Sci. Costas Busch, Malik Magdon-Ismail
2009	C	`conf`	Learning American English Accents Using Ensemble Learning with GMMs. ICMLA Jonathan T. Purnell, Malik Magdon-Ismail
2009	B	`conf`	Models of Communication Dynamics for Simulation of Information Diffusion. ASONAM Konstantin Mertsalov, Malik Magdon-Ismail, Mark K. Goldberg
2009	J	`jnl`	On selecting a maximum volume sub-matrix of a matrix and related problems. Theor. Comput. Sci. Ali Çivril, Malik Magdon-Ismail
2009	—	`conf`	Pricing the American Option Using Reconfigurable Hardware. CSE (2) Chris Wynnyk, Malik Magdon-Ismail
2009	—	`conf`	Robust Asynchronous Optimization for Volunteer Computing Grids. eScience Travis J. Desell, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Heidi Jo Newberg, Nathan Cole
2009	C	`conf`	Stability of individual and group behavior in a blog network. ISI Stephen Kelley, Mark K. Goldberg, Malik Magdon-Ismail, Konstantin Mertsalov
2009	C	`conf`	graphOnt: An ontology based library for conversion from semantic graphs to JUNG. ISI Stephen Kelley, Mark K. Goldberg, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace, Mohammed Javeed Zaki
2008	—	`conf`	A Generative Model for Statistical Determination of Information Content from Conversation Threads. ISI Workshops Yingjie Zhou, Malik Magdon-Ismail, William A. Wallace, Mark K. Goldberg
2008	J	`jnl`	A linear fit gets the correct monotonicity directions. Mach. Learn. Malik Magdon-Ismail, Joseph Sill
2008	C	`conf`	A locality model of the evolution of blog networks. ISI Mark K. Goldberg, Malik Magdon-Ismail, Stephen Kelley, Konstantin Mertsalov
2008	—	`conf`	Adapting to a Market Shock: Optimal Sequential Market-Making. NIPS Sanmay Das, Malik Magdon-Ismail
2008	—	`conf`	Communication Dynamics of Blog Networks. SNAKDD Mark K. Goldberg, Stephen Kelley, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace
2008	J	`jnl`	Contention-free MAC protocols for asynchronous wireless sensor networks. Distributed Comput. Costas Busch, Malik Magdon-Ismail, Fikret Sivrikaya, Bülent Yener
2008	B	`conf`	Deterministic Sparse Column Based Matrix Reconstruction via Greedy Approximation of SVD. ISAAC Ali Civril, Malik Magdon-Ismail
2008	J	`jnl`	Optimal Oblivious Path Selection on the Mesh. IEEE Trans. Computers Costas Busch, Malik Magdon-Ismail, Jing Xi
2008	J	`jnl`	Reverse Engineering a Social Agent-Based Hidden Markov Model - VISAGE. Int. J. Neural Syst. Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2008	J	`jnl`	Sensor Selection in Arbitrary Dimensions. IEEE Trans Autom. Sci. Eng. Volkan Isler, Malik Magdon-Ismail
2008	—	`conf`	Stable Statistics of the Blogograph. ISIPS Mark K. Goldberg, Malik Magdon-Ismail, Stephen Kelley, Konstantin Mertsalov
2008	J	`jnl`	ViSAGE: A ACM Trans. Auton. Adapt. Syst. Jeffrey Baumes, Hung-Ching Chen, Matthew Francisco, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2007	C	`conf`	Discover the power of social and hidden curriculum to decision making: experiments with enron email and movie newsgroups. ICMLA Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2007	—	`conf`	Distributed and Generic Maximum Likelihood Evaluation. eScience Travis J. Desell, Nathan Cole, Malik Magdon-Ismail, Heidi Jo Newberg, Boleslaw K. Szymanski, Carlos A. Varela
2007	J	`jnl`	Efficient Optimal Linear Boosting of a Pair of Classifiers. IEEE Trans. Neural Networks Victor Boyarshinov, Malik Magdon-Ismail
2007	J	`jnl`	Efficient bufferless packet switching on trees and leveled networks. J. Parallel Distributed Comput. Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas
2007	J	`jnl`	Information vs. Robustness in Rank Aggregation: Models, Algorithms and a Statistical Framework for Evaluation. J. Digit. Inf. Manag. Sibel Adali, Brandeis Hill, Malik Magdon-Ismail
2007	J	`jnl`	Joint problem of power optimal connectivity and coverage in wireless sensor networks. Wirel. Networks Bülent Yener, Malik Magdon-Ismail, Fikret Sivrikaya
2007	—	`conf`	Learning What Makes a Society Tick. ICDM Workshops Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2007	C	`conf`	Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems. IDEAL Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2007	C	`conf`	SIGHTS: A Software System for Finding Coalitions and Leaders in a Social Network. ISI Jeffrey Baumes, Mark K. Goldberg, Mykola Hayvanovych, Stephen Kelley, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace
2007	J	`jnl`	Universal Bufferless Packet Switching. SIAM J. Comput. Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas
2006	C	`conf`	Atomic Routing Games on Maximum Congestion. AAIM Costas Busch, Malik Magdon-Ismail
2006	J	`jnl`	Direct Routing: Algorithms and Complexity. Algorithmica Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas, Paul G. Spirakis
2006	B	`conf`	Distance Matrix Reconstruction from Incomplete Distance Information for Sensor Network Localization. SECON Petros Drineas, Malik Magdon-Ismail, Gopal Pandurangan, Reino Virrankoski, Andreas Savvides
2006	C	`conf`	Finding Hidden Group Structure in a Stream of Communications. ISI Jeffrey Baumes, Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, William A. Wallace, Mohammed Javeed Zaki
2006	—	`conf`	Learning Martingale Measures From High Frequency Financial Data to Help Option Pricing. JCIS Hung-Ching Chen, Malik Magdon-Ismail
2006	J	`jnl`	Linear time isotonic and unimodal regression in the J. Discrete Algorithms Victor Boyarshinov, Malik Magdon-Ismail
2006	—	`conf`	NN-OPT: Neural Network for Option Pricing Using Multinomial Tree. ICONIP (3) Hung-Ching Chen, Malik Magdon-Ismail
2006	A	`conf`	SSDE: Fast Graph Drawing Using Sampled Spectral Distance Embedding. GD Ali Civril, Malik Magdon-Ismail, Eli Bocek-Rivele
2006	—	`conf`	The Impact of Ranker Quality on Rank Aggregation Algorithms: Information vs. Robustness. ICDE Workshops Sibel Adali, Brandeis Hill, Malik Magdon-Ismail
2005	C	`conf`	A Probabilistic Approach to Finding Geometric Objects in Spatial Datasets of the Milky Way. ISMIS Jonathan T. Purnell, Malik Magdon-Ismail, Heidi Jo Newberg
2005	C	`conf`	Detecting conversing groups of chatters: a model, algorithms, and tests. IADIS AC Seyit Ahmet Çamtepe, Mark K. Goldberg, Malik Magdon-Ismail, Mukkai Krishn
2005	—	`conf`	Efficient Bufferless Routing on Leveled Networks. Euro-Par Costas Busch, Shailesh Kelkar, Malik Magdon-Ismail
2005	C	`conf`	Efficient Identification of Overlapping Communities. ISI Jeffrey Baumes, Mark K. Goldberg, Malik Magdon-Ismail
2005	—	`conf`	Experimental Evaluation of the Greedy and Random Algorithms for Finding Independent Sets in Random Graphs. WEA Mark K. Goldberg, David L. Hollinger, Malik Magdon-Ismail
2005	C	`conf`	Finding communities by clustering a graph into overlapping subgraphs. IADIS AC Jeffrey Baumes, Mark K. Goldberg, Mukkai S. Krishnamoorthy, Malik Magdon-Ismail, Nathan Preston
2005	J	`jnl`	Hardness Results for Cake Cutting. Bull. EATCS Costas Busch, Mukkai S. Krishnamoorthy, Malik Magdon-Ismail
2005	B	`conf`	Oblivious routing on geometric networks. SPAA Costas Busch, Malik Magdon-Ismail, Jing Xi
2005	—	`conf`	Optimal Link Bombs are Uncoordinated. AIRWeb Sibel Adali, Tina Liu, Malik Magdon-Ismail
2005	A	`conf`	Optimal Oblivious Path Selection on the Mesh. IPDPS Costas Busch, Malik Magdon-Ismail, Jing Xi
2005	A	`conf`	SDE: Graph Drawing Using Spectral Distance Embedding. GD Ali Civril, Malik Magdon-Ismail, Eli Bocek-Rivele
2004	A	`conf`	Contention-Free MAC Protocols for Wireless Sensor Networks. DISC Costas Busch, Malik Magdon-Ismail, Fikret Sivrikaya, Bülent Yener
2004	A	`conf`	Direct Routing: Algorithms and Complexity. ESA Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas, Paul G. Spirakis
2004	C	`conf`	Discovering Hidden Groups in Communication Networks. ISI Jeffrey Baumes, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace
2004	C	`conf`	Identifying Multi-ID Users in Open Forums. ISI Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail
2004	—	`conf`	Near-Optimal Hot-Potato Routing on Trees. Euro-Par Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas, Roger Wattenhofer
2004	B	`conf`	Universal Bufferless Routing. WAOA Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas
2003	A	`conf`	Cake-Cutting Is Not a Piece of Cake. STACS Malik Magdon-Ismail, Costas Busch, Mukkai S. Krishnamoorthy
2003	C	`conf`	Locating Hidden Groups in Communication Networks Using Hidden Markov Models. ISI Malik Magdon-Ismail, Mark K. Goldberg, William A. Wallace, David Siebecker
2003	—	`conf`	Pricing the American put using a new class of tight lower bounds. CIFEr Malik Magdon-Ismail
2003	—	`conf`	The maximum drawdown of the Brownian motion. CIFEr Malik Magdon-Ismail, Amir F. Atiya, Amrit Pratap, Yaser S. Abu-Mostafa
2003	A*	`conf`	Using a Linear Fit to Determine Monotonicity Directions. COLT Malik Magdon-Ismail, Joseph Sill
2002	J	`jnl`	Density estimation and random variate generation using multilayer networks. IEEE Trans. Neural Networks Malik Magdon-Ismail, Amir F. Atiya
2002	C	`conf`	The Multilevel Classification Problem and a Monotonicity Hint. IDEAL Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa
2001	—	`conf`	A learning algorithm for string assembly. BIOKDD Mark K. Goldberg, Darren T. Lim, Malik Magdon-Ismail
2001	A	`conf`	Experimental Evaluation of the Height of a Random Set of Points in a d-Dimensional Cube. ALENEX Eric Breimer, Mark K. Goldberg, Brian Kolstad, Malik Magdon-Ismail
2001	J	`jnl`	Introduction to the special issue on neural networks in financial engineering. IEEE Trans. Neural Networks Yaser S. Abu-Mostafa, Amir F. Atiya, Malik Magdon-Ismail, Halbert L. White
2001	J	`jnl`	On the Height of a Random Set of Points in a d-Dimensional Unit Cube. Exp. Math. Eric Breimer, Mark K. Goldberg, Brian Kolstad, Malik Magdon-Ismail
2001	J	`jnl`	The equivalent martingale measure: an introduction to pricing using expectations. IEEE Trans. Neural Networks Malik Magdon-Ismail
2000	J	`jnl`	No Free Lunch for Noise Prediction. Neural Comput. Malik Magdon-Ismail
2000	J	`jnl`	The Early Restart Algorithm. Neural Comput. Malik Magdon-Ismail, Amir F. Atiya
1999	J	`jnl`	No Free Lunch for Early Stopping. Neural Comput. Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail
1998	J	`jnl`	Financial markets: very noisy information processing. Proc. IEEE Malik Magdon-Ismail, Alexander Nicholson, Yaser S. Abu-Mostafa
1998	—	`conf`	Neural Networks for Density Estimation. NIPS Malik Magdon-Ismail, Amir F. Atiya
1997	—	`conf`	Incorporating Test Inputs into Learning. NIPS Zehra Cataltepe, Malik Magdon-Ismail