Pooria Joulani

According to our database, Pooria Joulani authored at least 11 papers between 2013 and 2022.

Collaborative distances:

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

2022

Faster Rates, Adaptive Algorithms, and Finite-Time Bounds for Linear Composition Optimization and Gradient TD Learning.

Anant Raj, Pooria Joulani, András György, Csaba Szepesvári

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Adapting to Delays and Data in Adversarial Multi-Armed Bandits.

András György, Pooria Joulani

Proceedings of the 38th International Conference on Machine Learning, 2021

Adaptive Approximate Policy Iteration.

Botao Hao, Nevena Lazic, Yasin Abbasi-Yadkori, Pooria Joulani, Csaba Szepesvári

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

A modular analysis of adaptive (non-)convex optimization: Optimism, composite objectives, variance reduction, and variational bounds.

Pooria Joulani, András György, Csaba Szepesvári

Theor. Comput. Sci., 2020

Provably Efficient Adaptive Approximate Policy Iteration.

Botao Hao, Nevena Lazic, Yasin Abbasi-Yadkori, Pooria Joulani, Csaba Szepesvári

CoRR, 2020

A simpler approach to accelerated optimization: iterative averaging meets optimism.

Pooria Joulani, Anant Raj, András György, Csaba Szepesvári

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Think out of the "Box": Generically-Constrained Asynchronous Composite Optimization and Hedging.

Pooria Joulani, András György, Csaba Szepesvári

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds.

Pooria Joulani, András György, Csaba Szepesvári

Proceedings of the International Conference on Algorithmic Learning Theory, 2017

2016

Delay-Tolerant Online Convex Optimization: Unified Analysis and Adaptive-Gradient Algorithms.

Pooria Joulani, András György, Csaba Szepesvári

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Fast Cross-Validation for Incremental Learning.

Pooria Joulani, András György, Csaba Szepesvári

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2013

Online Learning under Delayed Feedback.

Pooria Joulani, András György, Csaba Szepesvári

Proceedings of the 30th International Conference on Machine Learning, 2013