Spotlight "gradient descent" Papers

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Hamiltonian Descent Algorithms for Optimization: Accelerated Rates via Randomized Integration Time

Qiang Fu, Andre Wibisono

NEURIPS 2025spotlightarXiv:2505.12553
2
citations

The Implicit Bias of Structured State Space Models Can Be Poisoned With Clean Labels

Yonatan Slutzky, ‪Yotam Alexander‬‏, Noam Razin et al.

NEURIPS 2025spotlightarXiv:2410.10473
2
citations

Asymptotics of feature learning in two-layer networks after one gradient-step

Hugo Cui, Luca Pesce, Yatin Dandi et al.

ICML 2024spotlightarXiv:2402.04980
26
citations

Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning

Nikhil Vyas, Depen Morwani, Rosie Zhao et al.

ICML 2024spotlightarXiv:2306.08590
7
citations