Dimitris Oikonomou

According to our database, Dimitris Oikonomou authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients.

Dimitris Oikonomou, Nicolas Loizou

CoRR, December, 2025

Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation.

Robert M. Gower, Guillaume Garrigos, Nicolas Loizou, Dimitris Oikonomou, Konstantin Mishchenko, Fabian Schaipp

CoRR, April, 2025

Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance.

Dimitris Oikonomou, Nicolas Loizou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Sharpness-Aware Minimization: General Analysis and Improved Rates.

Dimitris Oikonomou, Nicolas Loizou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025