conftrace_

hypothesis testing

254 papers

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Co-occurring keywords

statistical testing (98) sample complexity (1169) statistical inference (146) kernel methods (1097) differential privacy (1016) distribution testing (61) false discovery rate (76) two-sample test (51) confidence interval (146) statistical learning (351)

Papers

Hypotheses testing on infinite random graphs ALT 2017
Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes NIPS 2017
Priv’IT: Private and Sample Efficient Identity Testing ICML 2017
Statistical Inference for Pairwise Graphical Models Using Score Matching NIPS 2016
Multivariate tests of association based on univariate tests NIPS 2016
Selective inference for group-sparse linear models NIPS 2016
Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease NIPS 2016
Statistical Inference for Cluster Trees NIPS 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing ICML 2016
Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables JMLR 2016
Inference for High-dimensional Exponential Family Graphical Models AISTATS 2016
Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests JMLR 2016
Optimal Testing for Properties of Distributions NIPS 2015
On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NIPS 2015
Testing Closeness With Unequal Sized Samples NIPS 2015
The Composition Theorem for Differential Privacy ICML 2015
Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015
Statistical Topological Data Analysis - A Kernel Perspective NIPS 2015
Exact Post Model Selection Inference for Marginal Screening NIPS 2014
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression JMLR 2014
On the Complexity of A/B Testing COLT 2014
On the Testability of Models with Missing Data AISTATS 2014
A Wild Bootstrap for Degenerate Kernel Tests NIPS 2014
Near Optimal Bayesian Active Learning for Decision Making AISTATS 2014
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process ICML 2014