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265 papers

Papers per year

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Papers

Nearly Minimax Discrete Distribution Estimation in Kullback-Leibler Divergence with High Probability ALT 2026
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025
Composite Goodness-of-fit Tests with Kernels JMLR 2025
Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025
How good is your Laplace approximation of the Bayesian posterior? Finite-sample computable error bounds for a variety of useful divergences JMLR 2025
On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls JMLR 2025
Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025
Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025
Differentially Private Multivariate Medians JMLR 2025
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies JMLR 2025
Collaborative likelihood-ratio estimation over graphs JMLR 2025
On the Robustness of Kernel Goodness-of-Fit Tests JMLR 2025
Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025
Differentially Private Equivalence Testing for Continuous Distributions and Applications NIPS 2024
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime NIPS 2024
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound NIPS 2024
A two-scale Complexity Measure for Deep Learning Models NIPS 2024
On Differentially Private U Statistics NIPS 2024
PAC-Bayes-Chernoff bounds for unbounded losses NIPS 2024
Hierarchical and Density-based Causal Clustering NIPS 2024
Low Degree Hardness for Broadcasting on Trees NIPS 2024
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NIPS 2024
Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence NIPS 2024
Conformalized Multiple Testing after Data-dependent Selection NIPS 2024