NIPS Proceedingsβ

Dylan J. Foster

8 Papers

  • Hypothesis Set Stability and Generalization (2019)
  • Model Selection for Contextual Bandits (2019)
  • Contextual bandits with surrogate losses: Margin bounds and efficient algorithms (2018)
  • Uniform Convergence of Gradients for Non-Convex Learning and Optimization (2018)
  • Parameter-Free Online Learning via Model Selection (2017)
  • Spectrally-normalized margin bounds for neural networks (2017)
  • Learning in Games: Robustness of Fast Convergence (2016)
  • Adaptive Online Learning (2015)