Soroosh Shafieezadeh-Abadeh
5 papers · 2015–2019 · 2 conferences · across top CS/AI conferences
Achievements
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Conferences
NIPS (4)
JMLR (1)
Top co-authors
Keywords
distributionally robust optimization
(5)
wasserstein distance
(2)
convex optimization
(2)
kullback-leibler divergence
(2)
bayesian inference
(1)
logistic regression
(1)
robust classification
(1)
nash equilibrium
(1)
kalman filter
(1)
fisher-rao distance
(1)
posterior inference
(1)
distributionally robust
(1)
nonparametric inference
(1)
statistical learning
(1)
generalization bound
(1)
mean square error
(1)
nonparametric method
(1)
confidence bound
(1)
likelihood approximation
(1)
convex program
(1)
Papers
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization
NIPS 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
NIPS 2019
Regularization via Mass Transportation
JMLR 2019
Wasserstein Distributionally Robust Kalman Filtering
NIPS 2018
Distributionally Robust Logistic Regression
NIPS 2015