Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
- Anton Lebedev
- Winkyung Lee
- et al.
- 2025
- SC 2025
Publications
9 results for Soumyadip Ghosh
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2025
- Physica D: Nonlinear Phenomena
Power iteration with probabilistic updates for systems with heterogeneous performance
- Soumyadip Ghosh
- Lior Horesh
- et al.
- 2025
- HPEC 2025
Optimal Transport on structured data for improved classification of host health from omics data
- Nandini Gadhia
- Michail Smyrnakis
- et al.
- 2025
- ISMB 2025
On Representations of Mean-Field Variational Inference
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2023
- NeurIPS 2023
Distributionally Robust Optimization for Input Model Uncertainty in Simulation-based Decision Making
- Soumyadip Ghosh
- Mark Squillante
- 2022
- INFORMS 2022
Efficient Distributionally Robust Learning via Unbiased Gradient Estimation
- Soumyadip Ghosh
- Mark Squillante
- 2022
- MDS 2022
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality
- Xuhui Zhang
- Jose Blanchet
- et al.
- 2022
- AISTATS 2022
Efficient Generalization with Distributionally Robust Learning
- Soumyadip Ghosh
- Mark Squillante
- et al.
- 2021
- NeurIPS 2021