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Kimon Antonakopoulos
Kimon Antonakopoulos
12
papers
132
total citations
papers (12)
On the Generalization of Stochastic Gradient Descent with Momentum
ICML 2024
arXiv
36
citations
No-regret learning in games with noisy feedback: Faster rates and adaptivity via learning rate separation
NEURIPS 2022
arXiv
32
citations
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
NEURIPS 2022
arXiv
19
citations
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
NEURIPS 2022
arXiv
14
citations
Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness
ICLR 2024
arXiv
12
citations
Universal Gradient Methods for Stochastic Convex Optimization
ICML 2024
arXiv
7
citations
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness
NEURIPS 2025
arXiv
7
citations
Improving SAM Requires Rethinking its Optimization Formulation
ICML 2024
arXiv
4
citations
Layer-wise Quantization for Quantized Optimistic Dual Averaging
ICML 2025
arXiv
1
citations
Fast Routing under Uncertainty: Adaptive Learning in Congestion Games via Exponential Weights
NEURIPS 2021
0
citations
Adaptive First-Order Methods Revisited: Convex Minimization without Lipschitz Requirements
NEURIPS 2021
0
citations
Sifting through the noise: Universal first-order methods for stochastic variational inequalities
NEURIPS 2021
0
citations