Slow and stale gradients can win the race: Error-Runtime trade-offs in distributed SGD
- Sanghamitra Dutta
- Gauri Joshi
- et al.
- 2018
- AISTATS 2018
Publications
46 results for Soumyadip Ghosh
On sampling rates in simulation-based recursions
- Raghu Pasupathy
- Peter W. Glynn
- et al.
- 2018
- SIOPT
Optimal resource capacity management for stochastic networks
- A.B. Dieker
- Soumyadip Ghosh
- et al.
- 2017
- Operations Research
Predicting and mitigating congestion for an electric power system under load and renewable uncertainty
- Dzung T. Phan
- Soumyadip Ghosh
- 2016
- ACC 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
Accelerating splitting algorithms for power grid reliability estimation
- Wander S. Wadman
- Mark S. Squillante
- et al.
- 2016
- WSC 2016
Mirror descent stochastic approximation for computing worst-case stochastic input models
- Soumyadip Ghosh
- Henry Lam
- 2015
- WSC 2015
A strong law for the rate of growth of long latency periods in a cloud computing service
- Souvik Ghosh
- Soumyadip Ghosh
- 2016
- Advances in Applied Probability
Managing uncertainty in electricity generation and demand forecasting
- K. Warren
- R. Ambrosio
- et al.
- 2016
- IBM J. Res. Dev
On adaptive sampling rules for stochastic recursions
- Fatemeh S. Hashemi
- Soumyadip Ghosh
- et al.
- 2014
- WSC 2014