Search Results - Journal of Artificial Intelligence

Refine Results
  1. Curvature-based Clustering on Graphs

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  2. Composite Goodness-of-fit Tests with Kernels

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  3. PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  4. The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  5. Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  6. DAGs as Minimal I-maps for the Induced Models of Causal Bayesian Networks under Conditioning

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  7. Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  8. Manifold Fitting under Unbounded Noise

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  9. Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  10. Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  11. Extremal graphical modeling with latent variables via convex optimization

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  12. On the Approximation of Kernel functions

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  13. Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  14. Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  15. Optimizing Data Collection for Machine Learning

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  16. Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  17. Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  18. Rank-one Convexification for Sparse Regression

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  19. gsplat: An Open-Source Library for Gaussian Splatting

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article
  20. Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming

    Published in JMLR (2026)
    Get full text
    Online Article RSS Article