conftrace_

hessian free

3 papers

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HF

Co-occurring keywords · papers mentioning both

nonconvex-pl (1) polyak-łojasiewicz (1) first-order gradient information (1) nonconvex bi-level optimization (1) single-loop gradient-based algorithm (1) gauss-newton matrix (1) stationary solution (1) gradient complexity (1) krylov subspace (1) moreau envelope (1)

Papers

Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy ICML 2024 Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization ICML 2024 Krylov Subspace Descent for Deep Learning AISTATS 2012