"optimization dynamics" Papers

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Understanding Optimization in Deep Learning with Central Flows

Jeremy Cohen, Alex Damian, Ameet Talwalkar et al.

ICLR 2025arXiv:2410.24206
22
citations

Deconstructing the Goldilocks Zone of Neural Network Initialization

Artem Vysogorets, Anna Dawid, Julia Kempe

ICML 2024arXiv:2402.03579
4
citations

No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths

Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras et al.

ICML 2024arXiv:2306.11922
7
citations