Showing 1–20 of 60 results
/ Date/ Name
Aug 18, 2014Construction of Tight Frames on Graphs and Application to DenoisingJul 18, 2014Extensions of stability selection using subsamples of observations and covariatesOct 25, 2019On agnostic post hoc approaches to false positive controlJul 6, 2019Volume Doubling Condition and a Local Poincaré Inequality on Unweighted Random Geometric GraphsJul 4, 2007Adaptive FDR control under independence and dependenceApr 3, 2008Statistical performance of support vector machinesMay 1, 2021Post hoc false discovery proportion inference under a Hidden Markov ModelSep 29, 2010Optimal learning rates for Kernel Conjugate Gradient regressionMay 26, 2019Lepskii Principle in Supervised LearningJun 25, 2019Restless dependent bandits with fading memoryNov 22, 2020Online Orthogonal Matching PursuitSep 29, 2021Error rate control for classification rules in multiclass mixture modelsJul 8, 2016Convergence rates of Kernel Conjugate Gradient for random design regressionDec 5, 2017Concentration of weakly dependent Banach-valued sums and applications to statistical learning methodsMar 22, 2024Estimation of multiple mean vectors in high dimensionJun 5, 2023Covariance Adaptive Best Arm IdentificationJun 29, 2019Efficient Regularized Piecewise-Linear Regression TreesApr 17, 2020Statistical Learning Guarantees for Compressive Clustering and Compressive Mixture ModelingMar 3, 2011The Local Rademacher Complexity of Lp-Norm Multiple Kernel LearningOct 19, 2017Early stopping for statistical inverse problems via truncated SVD estimation