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distribution learning

84 papers

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Co-occurring keywords · papers mentioning both

sample complexity (17) generative adversarial network (9) learning theory (8) differential privacy (8) discrete distribution (6) probability distribution (6) wasserstein distance (6) generative model (5) total variation distance (5) density estimation (5)

Papers

Communication-Efficient Distributed Learning of Discrete Distributions NeurIPS 2017 Learning Populations of Parameters NeurIPS 2017 Predicting with Distributions COLT 2017 Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables COLT 2016 Differentially Private Learning of Structured Discrete Distributions NeurIPS 2015 On Learning Distributions from their Samples COLT 2015 The Hedge Algorithm on a Continuum ICML 2015 Learning from Distributions via Support Measure Machines NeurIPS 2012 Tight Bounds on Profile Redundancy and Distinguishability NeurIPS 2012