Yi-An Ma

4 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6074-6638

Halicioğlu Data Science Institute, University of California San Diego, La Jolla, CA

Publications

• Bayesian Robustness: A Nonasymptotic Viewpoint — Journal of the American Statistical Association 2024
• Underspecification Presents Challenges for Credibility in Modern Machine Learning — Journal of Machine Learning Research 2022
• When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint — Journal of Machine Learning Research 2022
• High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm — Journal of Machine Learning Research 2021