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Matthew Staib
Matthew Staib
Two Sigma Investments
Verified email at alum.mit.edu - Homepage
Title
Cited by
Cited by
Year
Distributionally robust optimization and generalization in kernel methods
M Staib, S Jegelka
Advances in Neural Information Processing Systems 32, 2019
1362019
Inorganic materials synthesis planning with literature-trained neural networks
E Kim, Z Jensen, A van Grootel, K Huang, M Staib, S Mysore, HS Chang, ...
Journal of chemical information and modeling 60 (3), 1194-1201, 2020
1232020
Parallel streaming Wasserstein barycenters
M Staib, S Claici, JM Solomon, S Jegelka
Advances in Neural Information Processing Systems, 2647-2658, 2017
972017
Escaping saddle points with adaptive gradient methods
M Staib, SJ Reddi, S Kale, S Kumar, S Sra
Proceedings of the 36th International Conference on Machine Learning 97 …, 2019
892019
Distributionally robust deep learning as a generalization of adversarial training
M Staib, S Jegelka
NIPS workshop on Machine Learning and Computer Security 3, 4, 2017
772017
Robust Budget Allocation via Continuous Submodular Functions
M Staib, S Jegelka
Proceedings of the 34th International Conference on Machine Learning 70 …, 2017
592017
Distributionally robust submodular maximization
M Staib, B Wilder, S Jegelka
Proceedings of the Twenty-Second International Conference on Artificial …, 2019
372019
Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, et al
E Kim, Z Jensen, A van Grootel, K Huang, M Staib
Inorganic materials synthesis planning with literature-trained neural …, 2020
152020
Wasserstein k-means++ for cloud regime histogram clustering
M Staib, S Jegelka
Climate informatics, 2017
122017
Improving survey aggregation with sparsely represented signals
T Shi, F Agostinelli, M Staib, D Wipf, T Moscibroda
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
32016
Learning and optimization in the face of data perturbations
MJ Staib
Massachusetts Institute of Technology, 2020
12020
1 Last Time-JL Lemma
AM Scribe, R LaVigne, M Staib, D Tsipras
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Articles 1–12