hypothesis testing

The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018 Unsupervised Textual Grounding: Linking Words to Image Concepts CVPR 2018 A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NeurIPS 2017 A New Class of Private Chi-Square Hypothesis Tests AISTATS 2017 Efficient Benchmarking of NLP APIs using Multi-armed Bandits EACL 2017 Hypotheses testing on infinite random graphs ALT 2017 Online control of the false discovery rate with decaying memory NeurIPS 2017 Priv’IT: Private and Sample Efficient Identity Testing ICML 2017 Robust Gaussian Graphical Model Estimation with Arbitrary Corruption ICML 2017 Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes NeurIPS 2017 When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, ℓ_2-consistency and Neuroscience Applications ICML 2017 Consistent Distribution-Free K-Sample and Independence Tests for Univariate Random Variables JMLR 2016 Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing ICML 2016 Finding significant combinations of features in the presence of categorical covariates NeurIPS 2016 Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease NeurIPS 2016 Inference for High-dimensional Exponential Family Graphical Models AISTATS 2016 Multivariate tests of association based on univariate tests NeurIPS 2016 Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests JMLR 2016 Selective inference for group-sparse linear models NeurIPS 2016 Statistical Inference for Cluster Trees NeurIPS 2016 Statistical Inference for Pairwise Graphical Models Using Score Matching NeurIPS 2016 High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality NeurIPS 2015 Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015 On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NeurIPS 2015 Optimal Testing for Properties of Distributions NeurIPS 2015