Showing 21–40 of 60 results
/ Date/ Name
Mar 5, 2013Classification with Asymmetric Label Noise: Consistency and Maximal DenoisingOct 24, 2016Parallelizing Spectral Algorithms for Kernel LearningJun 22, 2017Compressive Statistical Learning with Random Feature MomentsAug 29, 2006Occam's hammer: a link between randomized learning and multiple testing FDR controlNov 13, 2020High-Dimensional Multi-Task Averaging and Application to Kernel Mean EmbeddingOct 22, 2018A minimax near-optimal algorithm for adaptive rejection samplingNov 26, 2014Localized Complexities for Transductive LearningFeb 13, 2017Minimax Euclidean Separation Rates for Testing Convex Hypotheses in $\mathbb{R}^d$Oct 17, 2011Testing over a continuum of null hypotheses with False Discovery Rate controlFeb 25, 2009Kernel Partial Least Squares is Universally ConsistentNov 21, 2017Domain Generalization by Marginal Transfer LearningDec 5, 2007Some nonasymptotic results on resampling in high dimension, I: Confidence regions, II: Multiple testsAug 26, 2011On least favorable configurations for step-up-down testsMay 12, 2015Permutational Rademacher Complexity: a New Complexity Measure for Transductive LearningApr 9, 2024Supervised Contamination Detection, with Flow Cytometry ApplicationJun 13, 2023False discovery proportion envelopes with m-consistencyDec 5, 2025A phase transition in Erdős-Barak random graphsOct 26, 2021Topologically penalized regression on manifoldsJul 4, 2018Post hoc false positive control for spatially structured hypothesesOct 27, 2021Fast rates for prediction with limited expert advice