R. Baptista

发表论文 43 篇 · 总被引 823 次 · h-index 15

代表论文

• Score-based Diffusion Models in Function Space (2023 · Journal of machine learning research · 被引 95)
• Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models (2023 · Neural Information Processing Systems · 被引 51)
• Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference (2023 · arXiv.org · 被引 28)
• An Approximation Theory Framework for Measure-Transport Sampling Algorithms (2023 · Mathematics of Computation · 被引 22)
• Gradient-based data and parameter dimension reduction for Bayesian models: an information theoretic perspective (2022 · 被引 18)
• Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport (2022 · Journal of Computational Physics · 被引 16)