Thomas O'Leary-Roseberry

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

ORCID: 0000-0002-8938-7074

Publications

• LazyDINO: Fast, Scalable, and Efficiently Amortized Bayesian Inversion via Structure-Exploiting and Surrogate-Driven Measure Transport — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Dimension Reduction for Derivative-Informed Operator Learning: An Analysis of Approximation Errors — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)