Thomas Pethick

According to our database, Thomas Pethick authored at least 8 papers between 2021 and 2023.

Collaborative distances:

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

2023

Revisiting adversarial training for the worst-performing class.

Thomas Pethick, Grigorios Chrysos, Volkan Cevher

Trans. Mach. Learn. Res., 2023

Federated Learning under Covariate Shifts with Generalization Guarantees.

Ali Ramezani-Kebrya, Fanghui Liu, Thomas Pethick, Grigorios Chrysos, Volkan Cevher

CoRR, 2023

Stable Nonconvex-Nonconcave Training via Linear Interpolation.

Thomas Pethick, Wanyun Xie, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Solving stochastic weak Minty variational inequalities without increasing batch size.

Thomas Pethick, Olivier Fercoq, Puya Latafat, Panagiotis Patrinos, Volkan Cevher

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Finding Actual Descent Directions for Adversarial Training.

Fabian Latorre, Igor Krawczuk, Leello Tadesse Dadi, Thomas Pethick, Volkan Cevher

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems.

Thomas Pethick, Puya Latafat, Panos Patrinos, Olivier Fercoq, Volkan Cevher

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Subquadratic Overparameterization for Shallow Neural Networks.

Chaehwan Song, Ali Ramezani-Kebrya, Thomas Pethick, Armin Eftekhari, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sifting through the noise: Universal first-order methods for stochastic variational inequalities.

Kimon Antonakopoulos, Thomas Pethick, Ali Kavis, Panayotis Mertikopoulos, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021