2024 Poster "second-order optimization" Papers

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Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective

Wu Lin, Felix Dangel, Runa Eschenhagen et al.

ICML 2024posterarXiv:2402.03496

Error Feedback Can Accurately Compress Preconditioners

Ionut-Vlad Modoranu, Aleksei Kalinov, Eldar Kurtic et al.

ICML 2024posterarXiv:2306.06098

Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning

Mohamed Elsayed, Homayoon Farrahi, Felix Dangel et al.

ICML 2024posterarXiv:2406.03276

Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC

Wu Lin, Felix Dangel, Runa Eschenhagen et al.

ICML 2024poster