concentration inequality

Adaptive Lasso and group-Lasso for functional Poisson regression JMLR 2016 Entropy-Based Concentration Inequalities for Dependent Variables ICML 2015 Learning the dependence structure of rare events: a non-asymptotic study COLT 2015 Optimal Bayesian Estimation in Random Covariate Design with a Rescaled Gaussian Process Prior JMLR 2015 Sample Complexity Bounds for Iterative Stochastic Policy Optimization NeurIPS 2015 An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning COLT 2014 Concentration in unbounded metric spaces and algorithmic stability ICML 2014 Exponential Concentration of a Density Functional Estimator NeurIPS 2014 Generalized Exponential Concentration Inequality for Renyi Divergence Estimation ICML 2014 How hard is my MDP?" The distribution-norm to the rescue" NeurIPS 2014 Learning without concentration COLT 2014 Localized Complexities for Transductive Learning COLT 2014 PAC-Bayes-Empirical-Bernstein Inequality NeurIPS 2013 Exponential Concentration for Mutual Information Estimation with Application to Forests NeurIPS 2012 Random Design Analysis of Ridge Regression COLT 2012 Collaborative Filtering via Rating Concentration AISTATS 2010 Empirical Bernstein Boosting AISTATS 2010 On Learning with Integral Operators JMLR 2010 Permutation Complexity Bound on Out-Sample Error NeurIPS 2010 Risk Bounds for Levy Processes in the PAC-Learning Framework AISTATS 2010 Performance analysis for L\_2 kernel classification NeurIPS 2008 Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NeurIPS 2008 Inferring Network Structure from Co-Occurrences NeurIPS 2006 Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003