Soroosh Shafieezadeh-Abadeh

According to our database1, Soroosh Shafieezadeh-Abadeh authored at least 9 papers between 2015 and 2019.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

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

Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization.
CoRR, 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.
Evolving Systems, 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


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