Dylan J. Foster

Spectrally-normalized margin bounds for neural networks

Peter L. Bartlett, Dylan J. Foster, Matus Telgarsky · arXiv (Cornell University) · 2017 · 174 citations · Full text

Computing, Computer Science, Mathematics +17

Lower bounds for non-convex stochastic optimization

Yossi Arjevani, Yair Carmon, John C. Duchi et al. · Mathematical Programming · 2022 · 141 citations

Natural Sciences, Computer Science, Mathematics +12

Orthogonal statistical learning

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

Natural Sciences, Computer Science, Algorithms +12

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

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

Computing, Computer Science, Algorithms +14

Practical Contextual Bandits with Regression Oracles

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

Computing, Computer Science, Decision Theory +10