Concepedia

Dylan J. Foster

DJ

Statistics

Publications

25

Citations

863

H-Index

17

Active since

2015

Affiliations

Massachusetts Institute of Technology(Current)

Cornell University

University of Southern California

Microsoft (United States)

University of California, Berkeley

Dylan J. Foster is an author at Massachusetts Institute of Technology specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceArtificial IntelligenceData ScienceStatistical InferenceMathematical ProgrammingContextual BanditStochastic OptimizationGame Theory

Publications per year

2015–2023

25

Publications

25

Spectrally-normalized margin bounds for neural networks

Peter L. Bartlett, Dylan J. Foster, Matus Telgarsky · arXiv (Cornell University) · 2017 · 173 citations · Full text

Mathematical Programming, Neural Scaling Law, Lipschitz Constants +15

Lower bounds for non-convex stochastic optimization

Yossi Arjevani, Yair Carmon, John C. Duchi et al. · Mathematical Programming · 2022 · 133 citations

Engineering, Stochastic Optimization, Convex Optimization +4

Orthogonal statistical learning

Dylan J. Foster, Vasilis Syrgkanis · The Annals of Statistics · 2023 · 55 citations · Full text

Excess Risk Bound, Engineering, Machine Learning +14

Beyond UCB: Optimal and Efficient Contextual Bandits with Regression\n Oracles

Dylan J. Foster, Alexander Rakhlin · arXiv (Cornell University) · 2020 · 52 citations · Full text

Practical Contextual Bandits with Regression Oracles

Dylan J. Foster, Alekh Agarwal, Miroslav Dudı́k et al. · International Conference on Machine Learning · 2018 · 38 citations

Artificial Intelligence, Engineering, Machine Learning +16

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