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Ebisa D. Wollega

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2020 – today

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2021
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Soumyadip Ghosh, Mark S. Squillante, Ebisa D. Wollega:
Efficient Generalization with Distributionally Robust Learning. NeurIPS 2021: 28310-28322
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Soumyadip Ghosh, Mark S. Squillante, Ebisa D. Wollega:
On Solving Distributionally Robust Optimization Formulations Efficiently. WSC 2021: 1-12

2010 – 2019

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2018
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Soumyadip Ghosh, Mark S. Squillante, Ebisa D. Wollega:
On Min-Max Optimization Over Large Data Sets. SIGMETRICS Perform. Evaluation Rev. 46(2): 45-47 (2018)
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Soumyadip Ghosh, Mark S. Squillante, Ebisa D. Wollega:
Efficient Stochastic Gradient Descent for Distributionally Robust Learning. CoRR abs/1805.08728 (2018)
2016
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Ebisa D. Wollega, Soumyadip Ghosh, Mark S. Squillante:
Bi-level stochastic approximation for joint optimization of hydroelectric dispatch and spot-market operations. WSC 2016: 1769-1780

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