Ghosh, Sanmitra

4 publications

NeurIPS 2025 Light-Weight Diffusion Multiplier and Uncertainty Quantification for Fourier Neural Operators Albert Matveev, Sanmitra Ghosh, Aamal Hussain, James-Michael Leahy, Michalis Michaelides

AISTATS 2024 Sample-Efficient Neural Likelihood-Free Bayesian Inference of Implicit HMMs Sanmitra Ghosh, Paul Birrell, Daniela De Angelis

AISTATS 2022 Differentiable Bayesian Inference of SDE Parameters Using a Pathwise Series Expansion of Brownian Motion Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis

AISTATS 2021 Variational Inference for Nonlinear Ordinary Differential Equations Sanmitra Ghosh, Paul Birrell, Daniela De Angelis