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Statistics, Machine Learning papers, 2024-08-01 to 2025-01-31

Every paper in the arxiv corpus whose primary field is the arXiv category stat.ML, submitted inside this window. An impact prediction on exactory states a citation rank against this population.

Corpus
arxiv
Papers
925
Collected
31 Aug 2026

Papers

  1. Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis2501.16768 · 28 Jan 2025
  2. Marginal and Conditional Importance Measures from Machine Learning Models and Their Relationship with Conditional Average Treatment Effect2501.16988 · 28 Jan 2025
  3. Variational Schrödinger Momentum Diffusion2501.16675 · 28 Jan 2025
  4. Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection2501.17889 · 28 Jan 2025
  5. Exact characterization of ε-Safe Decision Regions for exponential family distributions and Multi Cost SVM approximation2501.17731 · 29 Jan 2025
  6. Sequential Learning of the Pareto Front for Multi-objective Bandits2501.17513 · 29 Jan 2025
  7. A survey on Clustered Federated Learning: Taxonomy, Analysis and Applications2501.17512 · 29 Jan 2025
  8. Unfaithful Probability Distributions in Binary Triple of Causality Directed Acyclic Graph2501.18337 · 30 Jan 2025
  9. Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation2501.18530 · 30 Jan 2025
  10. Contextual Online Decision Making with Infinite-Dimensional Functional Regression2501.18359 · 30 Jan 2025
  11. U-aggregation: Unsupervised Aggregation of Multiple Learning Algorithms2501.18084 · 30 Jan 2025
  12. Beyond Prior Limits: Addressing Distribution Misalignment in Particle Filtering2501.18501 · 30 Jan 2025
  13. A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization2501.18756 · 30 Jan 2025
  14. Optimal Survey Design for Private Mean Estimation2501.18121 · 30 Jan 2025
  15. Random Feature Representation Boosting2501.18283 · 30 Jan 2025
  16. What is causal about causal models and representations?2501.19335 · 31 Jan 2025
  17. On Pareto Optimality for Parametric Choice Bandits2501.19277 · 31 Jan 2025
  18. Beyond Fixed Horizons: A Theoretical Framework for Adaptive Denoising Diffusions2501.19373 · 31 Jan 2025
  19. Conformal Prediction in Hierarchical Classification with Constrained Representation Complexity2501.19038 · 31 Jan 2025
  20. Spatial Supply Repositioning with Censored Demand Data2501.19208 · 31 Jan 2025
  21. Time-Varying Bayesian Optimization Without a Metronome2501.18963 · 31 Jan 2025
  22. Adaptivity and Convergence of Probability Flow ODEs in Diffusion Generative Models2501.18863 · 31 Jan 2025
  23. Optimal Transport-based Conformal Prediction2501.18991 · 31 Jan 2025
  24. Supervised Quadratic Feature Analysis: Information Geometry Approach for Dimensionality Reduction2502.00168 · 31 Jan 2025
  25. Statistical Inference for Generative Model Comparison2501.18897 · 31 Jan 2025