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Distributionally Robust Optimization and Generalization in Kernel Methods

May 27, 2019
Matthew Staib, Stefanie Jegelka


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Escaping Saddle Points with Adaptive Gradient Methods

Jan 26, 2019
Matthew Staib, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar, Suvrit Sra


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Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks

Dec 31, 2018
Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa Olivetti


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Distributionally Robust Submodular Maximization

Jun 06, 2018
Matthew Staib, Bryan Wilder, Stefanie Jegelka


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Parallel Streaming Wasserstein Barycenters

Nov 14, 2017
Matthew Staib, Sebastian Claici, Justin Solomon, Stefanie Jegelka

* NIPS 2017 

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Robust Budget Allocation via Continuous Submodular Functions

Jun 13, 2017
Matthew Staib, Stefanie Jegelka

* ICML 2017 

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