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Statistics

684 directly classified papers

Papers per year

Papers

Copula Multi-label Learning NIPS 2019
First order expansion of convex regularized estimators NIPS 2019
Power analysis of knockoff filters for correlated designs NIPS 2019
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing NIPS 2019
Conformalized Quantile Regression NIPS 2019
Differentially Private Algorithms for Learning Mixtures of Separated Gaussians NIPS 2019
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases NIPS 2019
The Impact of Regularization on High-dimensional Logistic Regression NIPS 2019
Minimum Stein Discrepancy Estimators NIPS 2019
Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward AAAI 2019
A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019
MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019
How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings? AAAI 2019
Kernel Stein Tests for Multiple Model Comparison NIPS 2019
The Broad Optimality of Profile Maximum Likelihood NIPS 2019
A Preliminary Study of Charismatic Speech on YouTube: Correlating Prosodic Variation with Counts of Subscribers, Views and Likes INTERSPEECH 2019
Exemplar Based Mixture Models with Censored Data ACML 2019
Three-quarter Sibling Regression for Denoising Observational Data IJCAI 2019
Exclusivity Graph Approach to Instrumental Inequalities UAI 2019
SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018
A partial orthogonalization method for simulating covariance and concentration graph matrices PGM 2018
Plug-in Estimators for Conditional Expectations and Probabilities AISTATS 2018
Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018
Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018
Statistical Analysis and Parameter Selection for Mapper JMLR 2018