hypothesis testing

The All-or-Nothing Phenomenon in Sparse Linear Regression COLT 2019 Understanding Learned Models by Identifying Important Features at the Right Resolution AAAI 2019 Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019 Universality of Computational Lower Bounds for Submatrix Detection COLT 2019 Weak Detection of Signal in the Spiked Wigner Model ICML 2019 Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018 Deepview: Virtual Disk Failure Diagnosis and Pattern Detection for Azure NSDI 2018 Differentially Private Identity and Equivalence Testing of Discrete Distributions ICML 2018 Differentially Private Testing of Identity and Closeness of Discrete Distributions NeurIPS 2018 Differentially Private Uniformly Most Powerful Tests for Binomial Data NeurIPS 2018 Goodness-of-Fit Tests for Random Partitions via Symmetric Polynomials JMLR 2018 Locally Private Hypothesis Testing ICML 2018 Local Private Hypothesis Testing: Chi-Square Tests ICML 2018 Mitigating Bias in Adaptive Data Gathering via Differential Privacy ICML 2018 On Semiparametric Exponential Family Graphical Models JMLR 2018 Optimal Single Sample Tests for Structured versus Unstructured Network Data COLT 2018 Practical Methods for Graph Two-Sample Testing NeurIPS 2018 Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018 Robust Hypothesis Testing Using Wasserstein Uncertainty Sets NeurIPS 2018 SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018 Significance-based community detection in weighted networks JMLR 2018 Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018 Testing for Families of Distributions via the Fourier Transform NeurIPS 2018 Testing Symmetric Markov Chains From a Single Trajectory COLT 2018 The Edge Density Barrier: Computational-Statistical Tradeoffs in Combinatorial Inference ICML 2018