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20182022
most citedAutotune: A Derivative-free Optimization Framework for Hyperparameter Tuning

84 citations · 86 across the 4 of their papers we have counts for

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math.OC2022

A Novel Fast Exact Subproblem Solver for Stochastic Quasi-Newton Cubic Regularized Optimization

Jarad Forristal, Joshua Griffin, Wenwen Zhou +1

In this work we describe an Adaptive Regularization using Cubics (ARC) method for large-scale nonconvex unconstrained optimization using Limited-memory Quasi-Newton (LQN) matrices.…