Staib, Matthew

5 publications

NeurIPS 2019 Distributionally Robust Optimization and Generalization in Kernel Methods Matthew Staib, Stefanie Jegelka

AISTATS 2019 Distributionally Robust Submodular Maximization Matthew Staib, Bryan Wilder, Stefanie Jegelka

ICML 2019 Escaping Saddle Points with Adaptive Gradient Methods Matthew Staib, Sashank Reddi, Satyen Kale, Sanjiv Kumar, Suvrit Sra

NeurIPS 2017 Parallel Streaming Wasserstein Barycenters Matthew Staib, Sebastian Claici, Justin M Solomon, Stefanie Jegelka

ICML 2017 Robust Budget Allocation via Continuous Submodular Functions Matthew Staib, Stefanie Jegelka