Soroosh Shafieezadeh-Abadeh
5 papers · 2015–2019 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
distributionally robust optimization
(5)
kullback-leibler divergence
(2)
convex optimization
(2)
wasserstein distance
(2)
logistic regression
(1)
robust classification
(1)
nash equilibrium
(1)
kalman filter
(1)
posterior inference
(1)
distributionally robust
(1)
nonparametric inference
(1)
generalization bound
(1)
mean square error
(1)
confidence bound
(1)
likelihood approximation
(1)
convex program
(1)
misclassification probability
(1)
non-parametric method
(1)
wasserstein ambiguity
(1)
kernel methods
(1)
Papers
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization
NeurIPS 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
NeurIPS 2019
Regularization via Mass Transportation
JMLR 2019
Wasserstein Distributionally Robust Kalman Filtering
NeurIPS 2018
Distributionally Robust Logistic Regression
NeurIPS 2015