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Statistical Learning

4076 directly classified papers

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Papers

Inferring Change Points in High-Dimensional Regression via Approximate Message Passing JMLR 2025
Graph-accelerated Markov Chain Monte Carlo using Approximate Samples JMLR 2025
Generalized multi-view model: Adaptive density estimation under low-rank constraints JMLR 2025
Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation JMLR 2025
Neural Networks Perform Sufficient Dimension Reduction AAAI 2025
Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025
Selective Inference with Distributed Data JMLR 2025
Error estimation and adaptive tuning for unregularized robust M-estimator JMLR 2025
Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective JMLR 2025
Manifold Fitting under Unbounded Noise JMLR 2025
Composite Goodness-of-fit Tests with Kernels JMLR 2025
Determine the Number of States in Hidden Markov Models via Marginal Likelihood JMLR 2025
Estimation of Local Geometric Structure on Manifolds from Noisy Data JMLR 2025
Sharp Bounds for Sequential Federated Learning on Heterogeneous Data JMLR 2025
Dynamic angular synchronization under smoothness constraints JMLR 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
IRNLP at SemEval-2025 Task 10: Multilingual Narrative Characterization and Classification ACL 2025
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
A New Formulation of Zipf’s Meaning-Frequency Law through Contextual Diversity ACL 2025
Statistical Deficiency for Task Inclusion Estimation ACL 2025
FINDR: A Fast Influential Data Selector for NL2Code Pretraining AACL 2025
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models AACL 2025
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation AACL 2025
Convergence and Divergence of Language Models under Different Random Seeds EMNLP 2025