total variation distance

Sharp Bounds for Generalized Uniformity Testing NeurIPS 2018 Testing for Families of Distributions via the Fourier Transform NeurIPS 2018 Testing Symmetric Markov Chains From a Single Trajectory COLT 2018 Improving Gibbs Sampler Scan Quality with DoGS ICML 2017 Learning Multivariate Log-concave Distributions COLT 2017 How to Fake Multiply by a Gaussian Matrix ICML 2016 Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables COLT 2016 Properly Learning Poisson Binomial Distributions in Almost Polynomial Time COLT 2016 Optimal Testing for Properties of Distributions NeurIPS 2015 Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians COLT 2014 Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms NeurIPS 2014 On the Relation between Realizable and Nonrealizable Cases of the Sequence Prediction Problem JMLR 2011 Discrete MDL Predicts in Total Variation NeurIPS 2009