Showing 1–20 of 96 results
/ Date/ Name
May 29, 2018High Dimensional Robust Sparse RegressionJan 30, 2022Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense MechanismsJan 25, 2019Robust estimation of tree structured Gaussian Graphical ModelFeb 6, 2014Localized epidemic detection in networks with overwhelming noiseFeb 24, 2010Principal Component Analysis with Contaminated Data: The High Dimensional CaseMar 25, 2008Robustness and Regularization of Support Vector MachinesFeb 10, 2011Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffsOct 5, 2022Tractable Optimality in Episodic Latent MABsMay 28, 2019EM Converges for a Mixture of Many Linear RegressionsMar 6, 2019Learning Graphs from Noisy Epidemic CascadesJan 27, 2021On the computational and statistical complexity of over-parameterized matrix sensingJun 28, 2013Memory Limited, Streaming PCAJan 12, 2013Robust High Dimensional Sparse Regression and Matching PursuitNov 27, 2015Regularized EM Algorithms: A Unified Framework and Statistical GuaranteesOct 5, 2022Reward-Mixing MDPs with a Few Latent Contexts are LearnableApr 3, 2011Low-rank Matrix Recovery from Errors and ErasuresMay 13, 2012User Association for Load Balancing in Heterogeneous Cellular NetworksMar 6, 2020Contextual Blocking BanditsSep 25, 2013Distinguishing Infections on Different Graph TopologiesSep 16, 2013Resource Optimization in Device-to-Device Cellular Systems Using Time-Frequency Hopping