Efficient Generalization with Distributionally Robust Learning
- Soumyadip Ghosh
- Mark Squillante
- et al.
- 2021
- NeurIPS 2021
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6 results for Soumyadip Ghosh
On Representations of Mean-Field Variational Inference
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2023
- NeurIPS 2023
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
Polynomial convergence of iterations of certain random operators in Hilbert space
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2024
- Journal of Applied Analysis
Distributionally Robust Optimization for Input Model Uncertainty in Simulation-based Decision Making
- Soumyadip Ghosh
- Mark Squillante
- 2022
- INFORMS 2022