Simultaneous Prediction Intervals for Patient-Specific Survival Curves. - Samuel Sokota; Ryan D'Orazio; Khurram Javed; Humza Haider; Russell Greiner (IJCAI, 2019)

Bounds for Approximate Regret-Matching Algorithms. - Ryan D'Orazio; Dustin Morrill; James R. Wright (CoRR, 2019)

Alternative Function Approximation Parameterizations for Solving Games: An Analysis of ƒ-Regression Counterfactual Regret Minimization. - Ryan D'Orazio; Dustin Morrill; James R. Wright; Michael Bowling (AAMAS, 2020)

Hindsight and Sequential Rationality of Correlated Play. - Dustin Morrill; Ryan D'Orazio; Reca Sarfati; Marc Lanctot; James R. Wright; Amy R. Greenwald; Michael Bowling (AAAI, 2021)

Solving Common-Payoff Games with Approximate Policy Iteration. - Samuel Sokota; Edward Lockhart; Finbarr Timbers; Elnaz Davoodi; Ryan D'Orazio; Neil Burch; Martin Schmid; Michael Bowling; Marc Lanctot (AAAI, 2021)

Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games. - Dustin Morrill; Ryan D'Orazio; Marc Lanctot; James R. Wright; Michael Bowling; Amy R. Greenwald (ICML, 2021)

Optimistic and Adaptive Lagrangian Hedging. - Ryan D'Orazio; Ruitong Huang (CoRR, 2021)

A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games. - Samuel Sokota; Ryan D'Orazio; J. Zico Kolter; Nicolas Loizou; Marc Lanctot; Ioannis Mitliagkas; Noam Brown; Christian Kroer (ICLR, 2023)

Abstracting Imperfect Information Away from Two-Player Zero-Sum Games. - Samuel Sokota; Ryan D'Orazio; Chun Kai Ling; David J. Wu 002; J. Zico Kolter; Noam Brown (ICML, 2023)

Stochastic Mirror Descent: Convergence Analysis and Adaptive Variants via the Mirror Stochastic Polyak Stepsize. - Ryan D'Orazio; Nicolas Loizou; Issam H. Laradji; Ioannis Mitliagkas (Trans. Mach. Learn. Res., 2023)

Solving hidden monotone variational inequalities with surrogate losses. - Ryan D'Orazio; Danilo Vucetic; Zichu Liu; Junhyung Lyle Kim; Ioannis Mitliagkas; Gauthier Gidel (ICLR, 2025)

New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative Results. - Francesco Orabona; Ryan D'Orazio (CoRR, 2025)