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20182025
most citedEscaping Saddle Points Faster with Stochastic Momentum

7 citations · 8 across the 5 of their papers we have counts for

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math.OC2025

Lions and Muons: Optimization via Stochastic Frank-Wolfe under Heavy-Tailed Noise

Maria-Eleni Sfyraki, Jun-Kun Wang

Stochastic Frank-Wolfe is a classical optimization method for solving constrained optimization problems. On the other hand, recent optimizers such as Lion and Muon have gained quit…