conftrace_

concentration inequality

81 papers

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Co-occurring keywords

generalization bound (652) statistical learning (351) learning theory (519) multi-armed bandit (1098) sample complexity (1169) concentration inequalities (10) pac-bayes bound (53) markov decision process (790) heavy-tailed distribution (98) best arm identification (85)

Papers

Collaborative Filtering via Rating Concentration AISTATS 2010
On Learning with Integral Operators JMLR 2010
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NIPS 2008
Performance analysis for L\_2 kernel classification NIPS 2008
Inferring Network Structure from Co-Occurrences NIPS 2006
Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003