Soroosh Shafiee

Orcid: 0000-0001-9095-2686

Affiliations:
  • Cornell University, Ithaca, NY, USA


According to our database1, Soroosh Shafiee authored at least 16 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Semi-discrete optimal transport: hardness, regularization and numerical solution.
Math. Program., May, 2023

Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization.
Math. Oper. Res., February, 2023

Discrete Optimal Transport with Independent Marginals is #P-Hard.
SIAM J. Optim., 2023

Constrained Optimization of Rank-One Functions with Indicator Variables.
CoRR, 2023

New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization.
CoRR, 2023

Outlier-Robust Wasserstein DRO.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
The Performance of Wasserstein Distributionally Robust M-Estimators in High Dimensions.
CoRR, 2022

2019
Regularization via Mass Transportation.
J. Mach. Learn. Res., 2019

Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning.
CoRR, 2019

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Data-driven inverse optimization with imperfect information.
Math. Program., 2018

Wasserstein Distributionally Robust Kalman Filtering.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016
Evolving Takagi-Sugeno model based on online Gustafson-Kessel algorithm and kernel recursive least square method.
Evol. Syst., 2016

2015
Distributionally Robust Logistic Regression.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013
Piecewise linear spine for speed-energy efficiency trade-off in quadruped robots.
Robotics Auton. Syst., 2013


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