OFFO minimization algorithms for second-order optimality and their complexity

Serge Gratton
, Philippe TOINT

Namur Institute for Complex Systems

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2026
A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad, Shampoo and Muon
Gratton, S. & Toint, P., 17 Apr 2026, Arxiv.
Research output: Working paper › Preprint

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