Zeroth-Order Optimization

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3 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-14

2 new papers

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Period ending 2026-09-07

1 new paper

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69 papers

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  1. A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad, Shampoo and Muo

    Apr 19, 2026S. Gratton, Ph. L. TointNonconvexZeroth-Order Optimization

  2. Lightweight Geometric Adaptation for Training Physics-Informed Neural Networks

    Apr 16, 2026Kang An, Chenhao Si, Shiqian Ma +1Curvature Prediction QualityNeural Network Optimization

  3. Zeroth-Order Optimization at the Edge of Stability

    Apr 16, 2026Minhak Song, Liang Zhang, Bingcong Li +3Zeroth-Order OptimizationHessian Eigenvalue

  4. DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers

    Feb 2, 2026Ionut-Vlad Modoranu, Philip Zmushko, Erik Schultheis +2Spectral PreconditioningNewton

  5. Learning to Optimize by Differentiable Programming

    Jan 23, 2026Liping Tao, Xindi Tong, Chee Wei TanDifferentiable RelaxationZeroth-Order Optimization

  6. Accelerated Frank-Wolfe Algorithms: Complementarity Conditions and Sparsity

    Nov 4, 2025Dan GarberConvex OptimizationSparsity

  7. L-SR1: Learned Symmetric-Rank-One Preconditioning

    Aug 17, 2025Gal Lifshitz, Shahar Zuler, Ori Fouks +1Zeroth-Order Optimization

  8. Minimisation of Quasar-Convex Functions Using Random Zeroth-Order Oracles

    May 4, 2025Amir Ali Farzin, Yuen-Man Pun, Philipp Braun +1NonconvexZeroth-Order Optimization

  9. Mirror Descent Linearized Augmented Lagrangian Methods for Nonconvex Constrained Stochastic Zeroth-Order Optimization

    Apr 13, 2025Qiankun Shi, Han Yuan, Xiao Wang +1Convex OptimizationMirror Descent