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1,273 papers

Papers per year

2
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42
121
35
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Papers

Power analysis of knockoff filters for correlated designs NIPS 2019
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing NIPS 2019
Kernel Instrumental Variable Regression NIPS 2019
ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NIPS 2019
Asymptotics for Sketching in Least Squares Regression NIPS 2019
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond NIPS 2019
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation NIPS 2019
Bootstrapping Upper Confidence Bound NIPS 2019
Differentially Private Covariance Estimation NIPS 2019
Covariate-Powered Empirical Bayes Estimation NIPS 2019
Large-scale optimal transport map estimation using projection pursuit NIPS 2019
Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem NIPS 2019
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases NIPS 2019
Private Testing of Distributions via Sample Permutations NIPS 2019
Conformal Prediction Under Covariate Shift NIPS 2019
Bayesian Joint Estimation of Multiple Graphical Models NIPS 2019
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NIPS 2019
Space and Time Efficient Kernel Density Estimation in High Dimensions NIPS 2019
Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NIPS 2019
Locally Private Gaussian Estimation NIPS 2019
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders NIPS 2019
Cross-sectional Learning of Extremal Dependence among Financial Assets NIPS 2019
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric NIPS 2019
Estimating Convergence of Markov chains with L-Lag Couplings NIPS 2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights NIPS 2019