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264 directly classified papers

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Papers

Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025
Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025
Collaborative likelihood-ratio estimation over graphs JMLR 2025
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
How good is your Laplace approximation of the Bayesian posterior? Finite-sample computable error bounds for a variety of useful divergences JMLR 2025
Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies JMLR 2025
On the Robustness of Kernel Goodness-of-Fit Tests JMLR 2025
Differentially Private Multivariate Medians JMLR 2025
Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025
On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls JMLR 2025
Conformalized Multiple Testing after Data-dependent Selection NIPS 2024
Covariate Shift Corrected Conditional Randomization Test NIPS 2024
Near-Optimality of Contrastive Divergence Algorithms NIPS 2024
PAC-Bayes-Chernoff bounds for unbounded losses NIPS 2024
On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling JMLR 2024
On Differentially Private U Statistics NIPS 2024
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NIPS 2024
Low Degree Hardness for Broadcasting on Trees NIPS 2024
Equivalence Testing: The Power of Bounded Adaptivity AISTATS 2024
Instance-Optimal Private Density Estimation in the Wasserstein Distance NIPS 2024