Geometry of Optimization and Implicit Regularization in Deep Learning
Neyshabur, Behnam, Tomioka, Ryota, Salakhutdinov, Ruslan, Srebro, Nathan
Year of Publication 08.05.2017
Year of Publication 08.05.2017
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Journal Article
Exponential Family Model-Based Reinforcement Learning via Score Matching
Li, Gene, Li, Junbo, Kabra, Anmol, Srebro, Nathan, Wang, Zhaoran, Yang, Zhuoran
Published in arXiv.org (08.01.2023)
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Published in arXiv.org (08.01.2023)
Paper
Does Invariant Risk Minimization Capture Invariance?
Kamath, Pritish, Tangella, Akilesh, Sutherland, Danica J, Srebro, Nathan
Published in arXiv.org (26.02.2021)
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Published in arXiv.org (26.02.2021)
Paper
Learning Non-Discriminatory Predictors
Woodworth, Blake, Gunasekar, Suriya, Ohannessian, Mesrob I, Srebro, Nathan
Year of Publication 20.02.2017
Year of Publication 20.02.2017
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Journal Article
Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data
Frei, Spencer, Vardi, Gal, Bartlett, Peter L, Srebro, Nathan, Hu, Wei
Published in arXiv.org (13.10.2022)
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Published in arXiv.org (13.10.2022)
Paper
Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints
Cotter, Andrew, Gupta, Maya, Jiang, Heinrich, Srebro, Nathan, Sridharan, Karthik, Wang, Serena, Woodworth, Blake, You, Seungil
Year of Publication 29.06.2018
Year of Publication 29.06.2018
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Journal Article