conftrace_

distribution testing

61 papers

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Co-occurring keywords

sample complexity (1169) hypothesis testing (254) property testing (22) total variation distance (52) two-sample test (51) identity testing (19) kernel methods (1097) statistical testing (98) differential privacy (1016) uniform distribution (15)

Papers

Learning and testing junta distributions with sub cube conditioning COLT 2021
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms NIPS 2020
Testing Determinantal Point Processes NIPS 2020
On a projective ensemble approach to two sample test for equality of distributions ICML 2020
On Testing of Samplers NIPS 2020
Estimating Entropy of Distributions in Constant Space NIPS 2019
On Testing of Uniform Samplers AAAI 2019
Private Testing of Distributions via Sample Permutations NIPS 2019
Graph-based Discriminators: Sample Complexity and Expressiveness NIPS 2019
Testing Mixtures of Discrete Distributions COLT 2019
Communication and Memory Efficient Testing of Discrete Distributions COLT 2019
Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing NIPS 2019
Statistical Windows in Testing for the Initial Distribution of a Reversible Markov Chain AISTATS 2019
Towards Testing Monotonicity of Distributions Over General Posets COLT 2019
Entropy Rate Estimation for Markov Chains with Large State Space NIPS 2018
Differentially Private Testing of Identity and Closeness of Discrete Distributions NIPS 2018
Differentially Private Identity and Equivalence Testing of Discrete Distributions ICML 2018
Probability–Revealing Samples AISTATS 2018
Testing Symmetric Markov Chains From a Single Trajectory COLT 2018
Testing for Families of Distributions via the Fourier Transform NIPS 2018
Sharp Bounds for Generalized Uniformity Testing NIPS 2018
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS 2017
Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing COLT 2017