Magdon-Ismail, Malik

24 publications

IJCAI 2020 Inferring Degrees from Incomplete Networks and Nonlinear Dynamics Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail

ECML-PKDD 2020 NoisyCUR: An Algorithm for Two-Cost Budgeted Matrix Completion Dong Hu, Alex Gittens, Malik Magdon-Ismail

AAAI 2020 True Nonlinear Dynamics from Incomplete Networks Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail

NeurIPS 2018 A Mathematical Model for Optimal Decisions in a Representative Democracy Malik Magdon-Ismail, Lirong Xia

JMLR 2017 Recovering PCA and Sparse PCA via Hybrid-(l1,l2) Sparse Sampling of Data Elements Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail

NeurIPS 2016 Optimal Sparse Linear Encoders and Sparse PCA Malik Magdon-Ismail, Christos Boutsidis

NeurIPS 2015 Approximating Sparse PCA from Incomplete Data Abhisek Kundu, Petros Drineas, Malik Magdon-Ismail

NeurIPS 2015 Column Selection via Adaptive Sampling Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

AISTATS 2015 Feature Selection for Linear SVM with Provable Guarantees Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

AAAI 2013 Instructor Rating Markets Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad

AISTATS 2013 Random Projections for Support Vector Machines Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas

JMLR 2012 Fast Approximation of Matrix Coherence and Statistical Leverage Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, David P. Woodruff

ICML 2012 Fast Approximation of Matrix Coherence and Statistical Leverage Michael W. Mahoney, Petros Drineas, Malik Magdon-Ismail, David P. Woodruff

UAI 2011 Near-Optimal Target Learning with Stochastic Binary Signals Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail

NeurIPS 2011 Sparse Features for PCA-like Linear Regression Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail

NeurIPS 2010 Permutation Complexity Bound on Out-Sample Error Malik Magdon-Ismail

MLJ 2008 A Linear Fit Gets the Correct Monotonicity Directions Malik Magdon-Ismail, Joseph Sill

NeurIPS 2008 Adapting to a Market Shock: Optimal Sequential Market-Making Sanmay Das, Malik Magdon-Ismail

COLT 2003 Using a Linear Fit to Determine Monotonicity Directions Malik Magdon-Ismail, Joseph Sill

NeCo 2000 No Free Lunch for Noise Prediction Malik Magdon-Ismail

NeCo 2000 The Early Restart Algorithm Malik Magdon-Ismail, Amir F. Atiya

NeCo 1999 No Free Lunch for Early Stopping Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail

NeurIPS 1998 Neural Networks for Density Estimation Malik Magdon-Ismail, Amir F. Atiya

NeurIPS 1997 Incorporating Test Inputs into Learning Zehra Cataltepe, Malik Magdon-Ismail