Scholar
Dimitris Oikonomou
Google Scholar ID: rtYcJwwAAAAJ
Johns Hopkins University
Optimization
Machine Learning
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Citations
11
H-index
3
i10-index
0
Publications
3
Co-authors
1
list available
Publications
5 items
Adaptive Sharpness-Aware Minimization with a Polyak-type Step size: A Theory-Grounded Scheduler
2026
Cited
0
Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients
2025
Cited
0
Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation
2025
Cited
0
Sharpness-Aware Minimization: General Analysis and Improved Rates
2025
Cited
0
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
arXiv.org · 2024
Cited
3
Co-authors
1 total
Nicolas Loizou
Johns Hopkins University
