Distributionally Robust Optimization for Input Model Uncertainty in Simulation-Based Decision Making
- Soumyadip Ghosh
- Mark S. Squillante
- 2022
- WSC 2022
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41 results for Soumyadip Ghosh
On min-max optimization over large data sets
- Soumyadip Ghosh
- Mark S. Squillante
- et al.
- 2018
- MAMA/CINS 2018
Slow and stale gradients can win the race: Error-Runtime trade-offs in distributed SGD
- Sanghamitra Dutta
- Gauri Joshi
- et al.
- 2018
- AISTATS 2018
Predicting and mitigating congestion for an electric power system under load and renewable uncertainty
- Dzung T. Phan
- Soumyadip Ghosh
- 2016
- ACC 2016
Accelerating splitting algorithms for power grid reliability estimation
- Wander S. Wadman
- Mark S. Squillante
- et al.
- 2016
- WSC 2016
Bi-Level stochastic approximation for joint optimization of hydroelectric dispatch and spot-market operations
- Ebisa D. Wollega
- Soumyadip Ghosh
- et al.
- 2016
- WSC 2016
Mirror descent stochastic approximation for computing worst-case stochastic input models
- Soumyadip Ghosh
- Henry Lam
- 2015
- WSC 2015
On adaptive sampling rules for stochastic recursions
- Fatemeh S. Hashemi
- Soumyadip Ghosh
- et al.
- 2014
- WSC 2014
Dynamic price optimization models for managing time-of-day electricity usage
- Shivaram Subramanian
- Soumyadip Ghosh
- et al.
- 2013
- SmartGridComm 2013
Low-storage online estimators for quantiles and densities
- Soumyadip Ghosh
- Raghu Pasupathy
- 2013
- WSC 2013