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Eduard Gorbunov, Adel Bibi, Ozan Sener, El Houcine Bergou, Peter Richtarik,A stochastic derivative free optimization method with momentum, International Conference on Learning Representations · 2020 · arXiv 1905.13278

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Finding Stationary Points by Comparisons

cs.LG · 2026-06-25 · unverdicted · novelty 6.0

Presents classical Õ(n²/ε^{1.5}) and quantum Õ(n/ε^{1.5}) query algorithms for ε-stationary points of twice-differentiable non-convex functions with Lipschitz gradient and Hessian via comparison oracles.

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  • Finding Stationary Points by Comparisons cs.LG · 2026-06-25 · unverdicted · none · ref 19

    Presents classical Õ(n²/ε^{1.5}) and quantum Õ(n/ε^{1.5}) query algorithms for ε-stationary points of twice-differentiable non-convex functions with Lipschitz gradient and Hessian via comparison oracles.