Ryan D'Orazio

According to our database, Ryan D'Orazio authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative Results.

Francesco Orabona, Ryan D'Orazio

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Solving hidden monotone variational inequalities with surrogate losses.

Ryan D'Orazio, Danilo Vucetic, Zichu Liu, Junhyung Lyle Kim, Ioannis Mitliagkas, Gauthier Gidel

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Abstracting Imperfect Information Away from Two-Player Zero-Sum Games.

Samuel Sokota, Ryan D'Orazio, Chun Kai Ling, David J. Wu, J. Zico Kolter, Noam Brown

Proceedings of the International Conference on Machine Learning, 2023

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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Optimistic and Adaptive Lagrangian Hedging.

Ryan D'Orazio, Ruitong Huang

CoRR, 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

Proceedings of the 38th International Conference on Machine Learning, 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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Hindsight and Sequential Rationality of Correlated Play.

Dustin Morrill, Ryan D'Orazio, Reca Sarfati, Marc Lanctot, James R. Wright, Amy R. Greenwald, Michael Bowling

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Bounds for Approximate Regret-Matching Algorithms.

Ryan D'Orazio, Dustin Morrill, James R. Wright

CoRR, 2019

Simultaneous Prediction Intervals for Patient-Specific Survival Curves.

Samuel Sokota, Ryan D'Orazio, Khurram Javed, Humza Haider, Russell Greiner

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019