2024 "optimization algorithms" Papers

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A Universal Class of Sharpness-Aware Minimization Algorithms

Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri et al.

ICML 2024poster

DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction)

Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer

AAAI 2024paperarXiv:2312.14334

How to Escape Sharp Minima with Random Perturbations

Kwangjun Ahn, Ali Jadbabaie, Suvrit Sra

ICML 2024poster

On the Implicit Bias of Adam

Matias Cattaneo, Jason Klusowski, Boris Shigida

ICML 2024poster

Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens

Ross Clarke, Jose Miguel Hernandez-Lobato

ICML 2024poster