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1,273 papers

Papers per year

2
10
42
121
35
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Papers

Efficient Statistical Assessment of Neural Network Corruption Robustness NIPS 2021
Private and Non-private Uniformity Testing for Ranking Data NIPS 2021
Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection NIPS 2021
Sequential Algorithms for Testing Closeness of Distributions NIPS 2021
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation NIPS 2021
Differential Privacy Over Riemannian Manifolds NIPS 2021
Dimension-free empirical entropy estimation NIPS 2021
A Computationally Efficient Method for Learning Exponential Family Distributions NIPS 2021
Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
Identity testing for Mallows model NIPS 2021
Locally differentially private estimation of functionals of discrete distributions NIPS 2021
Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships NIPS 2021
Optimal Rates for Nonparametric Density Estimation under Communication Constraints NIPS 2021
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NIPS 2021
Post-Contextual-Bandit Inference NIPS 2021
Differentially Private Sampling from Distributions NIPS 2021
SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression NIPS 2021
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models NIPS 2021
Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently AAAI 2021
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021
Bias and Variance of Post-processing in Differential Privacy AAAI 2021
Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ACL 2021
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction ACL 2021
False Discovery Rates in Biological Networks AISTATS 2021
Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021