Matthew Staib

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 13

Top Topics

Submodular Functions

Robust Optimization

Top Venues

Publications

Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa Olivetti
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks. J. Chem. Inf. Model. 60 (3) (2020)
Matthew Staib, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar, Suvrit Sra
Escaping Saddle Points with Adaptive Gradient Methods. CoRR (2019)
Matthew Staib, Stefanie Jegelka
Distributionally Robust Optimization and Generalization in Kernel Methods. CoRR (2019)
Matthew Staib, Stefanie Jegelka
Distributionally Robust Optimization and Generalization in Kernel Methods. NeurIPS (2019)
Matthew Staib, Bryan Wilder, Stefanie Jegelka
Distributionally Robust Submodular Maximization. AISTATS (2019)
Matthew Staib, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar, Suvrit Sra
Escaping Saddle Points with Adaptive Gradient Methods. ICML (2019)
Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa Olivetti
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks. CoRR (2019)
Matthew Staib, Bryan Wilder, Stefanie Jegelka
Distributionally Robust Submodular Maximization. CoRR (2018)
Matthew Staib, Sebastian Claici, Justin Solomon, Stefanie Jegelka
Parallel Streaming Wasserstein Barycenters. NIPS (2017)
Matthew Staib, Sebastian Claici, Justin Solomon, Stefanie Jegelka
Parallel Streaming Wasserstein Barycenters. CoRR (2017)
Matthew Staib, Stefanie Jegelka
Robust Budget Allocation via Continuous Submodular Functions. ICML (2017)
Matthew Staib, Stefanie Jegelka
Robust Budget Allocation via Continuous Submodular Functions. CoRR (2017)
Tianlin Shi, Forest Agostinelli, Matthew Staib, David P. Wipf, Thomas Moscibroda
Improving Survey Aggregation with Sparsely Represented Signals. KDD (2016)