Showing 21–40 of 121 results
/ Date/ Name
Nov 5, 2010Robust Matrix Decomposition with OutliersApr 9, 2011Dimension-free tail inequalities for sums of random matricesMar 16, 2009A parameter-free hedging algorithmFeb 14, 2024Transformers, parallel computation, and logarithmic depthFeb 4, 2014Taming the Monster: A Fast and Simple Algorithm for Contextual BanditsJun 13, 2018Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolateDec 30, 2019A New Framework for Query Efficient Active Imitation LearningOct 11, 2020Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations OnlyJun 8, 2019A gradual, semi-discrete approach to generative network training via explicit Wasserstein minimizationJul 13, 2020Interpreting deep learning models for weak lensingApr 12, 2021Generalization bounds via distillationAug 24, 2017Mixing time estimation in reversible Markov chains from a single sample pathJan 13, 2017Kernel Approximation Methods for Speech RecognitionMay 28, 2016Kernel ridge vs. principal component regression: minimax bounds and adaptability of regularization operatorsFeb 19, 2018Leveraged volume sampling for linear regressionSep 8, 2024Interactive Machine Teaching by Labeling Rules and InstancesJul 7, 2011Spectral Methods for Learning Multivariate Latent Tree StructureApr 7, 2025Survey on Algorithms for multi-index modelsAug 18, 2025Dimension lower bounds for linear approaches to function approximationMar 24, 2026A One-Inclusion Graph Approach to Multi-Group Learning