Matthew Staib
5 papers · 2017–2019 · 3 conferences · across top CS/AI conferences
Achievements
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(18)
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Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
distributionally robust optimization
(2)
robust optimization
(1)
nonconvex optimization
(1)
bayesian inference
(1)
optimal transport
(1)
ridge regression
(1)
empirical risk minimization
(1)
probability distribution
(1)
variance reduction
(1)
maximum mean discrepancy
(1)
submodular maximization
(1)
influence maximization
(1)
generalization bound
(1)
streaming algorithm
(1)
streaming datum
(1)
generalization guarantee
(1)
adaptive gradient method
(1)
parallel computation
(1)
submodular function
(1)
saddle point
(1)
Papers
Distributionally Robust Optimization and Generalization in Kernel Methods
NIPS 2019
Distributionally Robust Submodular Maximization
AISTATS 2019
Escaping Saddle Points with Adaptive Gradient Methods
ICML 2019
Parallel Streaming Wasserstein Barycenters
NIPS 2017
Robust Budget Allocation via Continuous Submodular Functions
ICML 2017