Malik Magdon-Ismail

ORCID

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 50

Top Venues

Publications

Yun Lu, Malik Magdon-Ismail, Yu Wei, Vassilis Zikas
Privacy-Utility Tradeoff of OLS with Random Projections. CoRR (2023)
Yanna Ding, Jianxi Gao, Malik Magdon-Ismail
Learning Network Dynamics from Noisy Steady States. ASONAM (2023)
Alex Gittens, Malik Magdon-Ismail
Regression. CoRR (2023)
Yun Lu, Yu Wei, Malik Magdon-Ismail, Vassilis Zikas
Eureka: A General Framework for Black-box Differential Privacy Estimators. IACR Cryptol. ePrint Arch. 2022 (2022)
Michele Ciampi, Muhammad Ishaq, Malik Magdon-Ismail, Rafail Ostrovsky, Vassilis Zikas
FairMM: A Fast and Frontrunning-Resistant Crypto Market-Maker. CSCML (2022)
Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett
HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICKG (2022)
Georgios Mavroudeas, Nafis Neehal, Jason Nicholas Kuruzovich, Kristin P. Bennett, Malik Magdon-Ismail
Subpopulation Analysis in Causal Inference: A Healthcare Case Study. BIBM (2022)
Georgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett
HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. ICDM (Workshops) (2022)
Georgios Mavroudeas, Nafis Neehal, Xiao Shou, Malik Magdon-Ismail, Jason Nicholas Kuruzovich, Kristin P. Bennett
Predictive Modeling for Complex Care Management. BIBM (2021)
Georgios Mavroudeas, Guillaume Baudart, Alan Cha, Martin Hirzel, Jim Alain Laredo, Malik Magdon-Ismail, Louis Mandel, Erik Wittern
Learning GraphQL Query Costs (Extended Version). CoRR (2021)
Georgios Mavroudeas, Guillaume Baudart, Alan Cha, Martin Hirzel, Jim Alain Laredo, Malik Magdon-Ismail, Louis Mandel, Erik Wittern
Learning GraphQL Query Cost. ASE (2021)
Dong Hu, Alex Gittens, Malik Magdon-Ismail
NoisyCUR: An algorithm for two-cost budgeted matrix completion. CoRR (2021)
Michele Ciampi, Muhammad Ishaq, Malik Magdon-Ismail, Rafail Ostrovsky, Vassilis Zikas
FairMM: A Fast and Frontrunning-Resistant Crypto Market-Maker. IACR Cryptol. ePrint Arch. 2021 (2021)
Liam Dowling Jones, Malik Magdon-Ismail, Laura Mersini-Houghton, Steven Meshnick
A New Mathematical Model for Controlled Pandemics Like COVID-19 : AI Implemented Predictions. CoRR (2020)
Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
Training Deep Neural Networks with Constrained Learning Parameters. CoRR (2020)
Malik Magdon-Ismail
Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics. CoRR (2020)
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics. CoRR (2020)
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
True Nonlinear Dynamics from Incomplete Networks. CoRR (2020)
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics. IJCAI (2020)
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
True Nonlinear Dynamics from Incomplete Networks. AAAI (2020)
Dong Hu, Alex Gittens, Malik Magdon-Ismail
NoisyCUR: An Algorithm for Two-Cost Budgeted Matrix Completion. ECML/PKDD (1) (2020)
Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
Training Deep Neural Networks with Constrained Learning Parameters. ICRC (2020)
Aritra Chowdhury, Malik Magdon-Ismail, Bülent Yener
Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelines. CoRR (2019)
Aritra Chowdhury, Malik Magdon-Ismail, Bülent Yener
Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. CoRR (2019)
Kshiteesh Hegde, Malik Magdon-Ismail
Network Lens: Node Classification in Topologically Heterogeneous Networks. CoRR (2019)
Maksim Tsikhanovich, Malik Magdon-Ismail, Muhammad Ishaq, Vassilis Zikas
PD-ML-Lite: Private Distributed Machine Learning from Lightweight Cryptography. ISC (2019)
Malik Magdon-Ismail, Alex Gittens
Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks. CoRR (2019)
Malik Magdon-Ismail, Kshiteesh Hegde
The intrinsic scale of networks is small. ASONAM (2019)
Malik Magdon-Ismail, Kshiteesh Hegde
The Intrinsic Scale of Networks is Small. CoRR (2019)
Xiao Shou, Georgios Mavroudeas, Alexander New, Kofi Arhin, Jason Nicholas Kuruzovich, Malik Magdon-Ismail, Kristin P. Bennett
Supervised Mixture Models for Population Health. BIBM (2019)
Maksim Tsikhanovich, Malik Magdon-Ismail, Muhammad Ishaq, Vassilis Zikas
PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography. CoRR (2019)
Stephen Notley, Malik Magdon-Ismail
Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers. CoRR (2018)
Kshiteesh Hegde, Malik Magdon-Ismail, Ram Ramanathan, Bishal Thapa
Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification. CoRR (2018)
Malik Magdon-Ismail, Lirong Xia
A Mathematical Model for Optimal Decisions in a Representative Democracy. CoRR (2018)
Prasanna Date, Christopher D. Carothers, James A. Hendler, Malik Magdon-Ismail
Efficient Classification of Supercomputer Failures Using Neuromorphic Computing. SSCI (2018)
Petros Drineas, Ilse C. F. Ipsen, Eugenia-Maria Kontopoulou, Malik Magdon-Ismail
Structural Convergence Results for Approximation of Dominant Subspaces from Block Krylov Spaces. SIAM J. Matrix Anal. Appl. 39 (2) (2018)
Kshiteesh Hegde, Malik Magdon-Ismail
Separating Terrorist-Like Topological Signatures Embedded in Benign Networks. MILCOM (2018)
Malik Magdon-Ismail, Lirong Xia
A Mathematical Model For Optimal Decisions In A Representative Democracy. NeurIPS (2018)
Malik Magdon-Ismail
NP-hardness and inapproximability of sparse PCA. Inf. Process. Lett. 126 (2017)
Travis Desell, Malik Magdon-Ismail, Heidi Jo Newberg, Lee A. Newberg, Boleslaw K. Szymanski, Carlos A. Varela
A Robust Asynchronous Newton Method for Massive Scale Computing Systems. CoRR (2017)
Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
Recovering PCA and Sparse PCA via Hybrid-(l1, l2) Sparse Sampling of Data Elements. J. Mach. Learn. Res. 18 (2017)
Petros Drineas, Ilse Ipsen, Eugenia-Maria Kontopoulou, Malik Magdon-Ismail
Structural Convergence Results for Low-Rank Approximations from Block Krylov Spaces. CoRR (2016)
Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff
The Fast Cauchy Transform and Faster Robust Linear Regression. SIAM J. Comput. 45 (3) (2016)
Rostyslav Korolov, Justin Peabody, Allen Lavoie, Sanmay Das, Malik Magdon-Ismail, William A. Wallace
Predicting charitable donations using social media. Soc. Netw. Anal. Min. 6 (1) (2016)
Kshiteesh Hegde, Malik Magdon-Ismail, Boleslaw K. Szymanski, Konstantin Kuzmin
Clustering, Prominence and Social Network Analysis on Incomplete Networks. COMPLEX NETWORKS (2016)
Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
Manipulation among the Arbiters of Collective Intelligence: How Wikipedia Administrators Mold Public Opinion. ACM Trans. Web 10 (4) (2016)
Ke Wu, Philip Watters, Malik Magdon-Ismail
Network classification using adjacency matrix embeddings and deep learning. ASONAM (2016)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Feature selection for linear SVM with provable guarantees. Pattern Recognit. 60 (2016)
Ke Wu, Malik Magdon-Ismail
Node-By-Node Greedy Deep Learning for Interpretable Features. CoRR (2016)
Malik Magdon-Ismail, Christos Boutsidis
Optimal Sparse Linear Encoders and Sparse PCA. NIPS (2016)
Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail
Seeding influential nodes in non-submodular models of information diffusion. Auton. Agents Multi Agent Syst. 29 (1) (2015)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Column Selection via Adaptive Sampling. NIPS (2015)
Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, William A. Wallace
Extracting Hidden Groups and their Structure from Streaming Interaction Data. CoRR (2015)
Rostyslav Korolov, Justin Peabody, Allen Lavoie, Sanmay Das, Malik Magdon-Ismail, William A. Wallace
Actions Are Louder than Words in Social Media. ASONAM (2015)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Column Selection via Adaptive Sampling. CoRR (2015)
Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
Approximating Sparse PCA from Incomplete Data. CoRR (2015)
Malik Magdon-Ismail
NP-Hardness and Inapproximability of Sparse PCA. CoRR (2015)
Ethan Gertler, Erika Mackin, Malik Magdon-Ismail, Lirong Xia, Yuan Yi
Computing Manipulations of Ranking Systems. AAMAS (2015)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Feature Selection for Linear SVM with Provable Guarantees. AISTATS (2015)
Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
) Sparse Sampling of Data Elements. CoRR (2015)
Malik Magdon-Ismail, Christos Boutsidis
Optimal Sparse Linear Auto-Encoders and Sparse PCA. CoRR (2015)
Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail
Approximating Sparse PCA from Incomplete Data. NIPS (2015)
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
Local, community and global centrality methods for analyzing networks. Soc. Netw. Anal. Min. 4 (1) (2014)
Christos Boutsidis, Malik Magdon-Ismail
A note on sparse least-squares regression. Inf. Process. Lett. 114 (5) (2014)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Deterministic Feature Selection for Linear SVM with Provable Guarantees. CoRR (2014)
Christos Boutsidis, Malik Magdon-Ismail
Faster SVD-truncated regularized least-squares. ISIT (2014)
Christos Boutsidis, Malik Magdon-Ismail
Faster SVD-Truncated Least-Squares Regression. CoRR (2014)
Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare R. Voss, Malik Magdon-Ismail
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. COLING (2014)
Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
Near-Optimal Column-Based Matrix Reconstruction. SIAM J. Comput. 43 (2) (2014)
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
Random Projections for Linear Support Vector Machines. ACM Trans. Knowl. Discov. Data 8 (4) (2014)
Christos Boutsidis, Malik Magdon-Ismail
Deterministic Feature Selection for $k$-Means Clustering. IEEE Trans. Inf. Theory 59 (9) (2013)
Sibel Adali, Malik Magdon-Ismail, Xiaohui Lu
iHypR: Prominence ranking in networks of collaborations with hyperedges. ACM Trans. Knowl. Discov. Data 7 (4) (2013)
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
Random Projections for Support Vector Machines. AISTATS (2013)
Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad
Instructor Rating Markets. AAAI (2013)
Ali Çivril, Malik Magdon-Ismail
Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix. Algorithmica 65 (1) (2013)
Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
Manipulation among the arbiters of collective intelligence: how wikipedia administrators mold public opinion. CIKM (2013)
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
Deconstructing centrality: thinking locally and ranking globally in networks. ASONAM (2013)
Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff
The Fast Cauchy Transform and Faster Robust Linear Regression. SODA (2013)
Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
Near-Optimal Coresets for Least-Squares Regression. IEEE Trans. Inf. Theory 59 (10) (2013)
Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail
Seeding influential nodes in non-submodular models of information diffusion. AAMAS (2013)
Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail
Seeding Influential Nodes in Non-Submodular Models of Information Diffusion CoRR (2013)
Christos Boutsidis, Malik Magdon-Ismail
A note on sparse least-squares regression. CoRR (2013)
Mark K. Goldberg, Malik Magdon-Ismail, James Thompson
Identifying Long Lived Social Communities Using Structural Properties. ASONAM (2012)
Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail
Near-Optimal Target Learning With Stochastic Binary Signals CoRR (2012)
Sanmay Das, Malik Magdon-Ismail
A Model for Information Growth in Collective Wisdom Processes. ACM Trans. Knowl. Discov. Data 6 (2) (2012)
Aseem Brahma, Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail
A bayesian market maker. EC (2012)
Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff
The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1 CoRR (2012)
Ali Çivril, Malik Magdon-Ismail
Column subset selection via sparse approximation of SVD. Theor. Comput. Sci. 421 (2012)
Malik Magdon-Ismail, Jonathan T. Purnell
Approximating the covariance matrix of GMMs with low-rank perturbations. Int. J. Data Min. Model. Manag. 4 (2) (2012)
Paul Horn, Malik Magdon-Ismail
Spreading Processes and Large Components in Ordered, Directed Random Graphs CoRR (2012)
Michael W. Mahoney, Petros Drineas, Malik Magdon-Ismail, David P. Woodruff
Fast approximation of matrix coherence and statistical leverage. ICML (2012)
Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail
Rich Coresets For Constrained Linear Regression CoRR (2012)
Malik Magdon-Ismail, Brian Orecchio
Guard your connections: infiltration of a trust/reputation based network. WebSci (2012)
Pranay Anchuri, Malik Magdon-Ismail
Communities and Balance in Signed Networks: A Spectral Approach. ASONAM (2012)
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
Attentive Betweenness Centrality (ABC): Considering Options and Bandwidth When Measuring Criticality. SocialCom/PASSAT (2012)
Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, David P. Woodruff
Fast approximation of matrix coherence and statistical leverage. J. Mach. Learn. Res. 13 (2012)
Mark K. Goldberg, J. Greenman, Bridget Gutting, Malik Magdon-Ismail, John Schwartz, William A. Wallace
Graph search beyond text: Relational searches in semantic hyperlinked data. ISI (2012)
Sibel Adali, Fred Sisenda, Malik Magdon-Ismail
Actions speak as loud as words: predicting relationships from social behavior data. WWW (2012)
Cindy Hui, Yulia Tyshchuk, William A. Wallace, Malik Magdon-Ismail, Mark K. Goldberg
Information cascades in social media in response to a crisis: a preliminary model and a case study. WWW (Companion Volume) (2012)
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
Random Projections for Support Vector Machines CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Malik Magdon-Ismail