Inexact Derivative-Free Optimization for Bilevel Learning

v1v2 (latest)

Inexact Derivative-Free Optimization for Bilevel Learning

23 June 2020

Matthias Joachim Ehrhardt

ArXiv (abs)PDF HTML

Papers citing "Inexact Derivative-Free Optimization for Bilevel Learning"

6 / 6 papers shown

Title
Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing Alireza Aghasi Saeed Ghadimi 82 3 0 29 Mar 2024
An adaptively inexact first-order method for bilevel optimization with application to hyperparameter learning Mohammad Salehi Subhadip Mukherjee Lindon Roberts Matthias Joachim Ehrhardt 107 5 0 19 Aug 2023
On Optimal Regularization Parameters via Bilevel Learning Matthias Joachim Ehrhardt S. Gazzola S. J. Scott 83 4 0 28 May 2023
Analyzing Inexact Hypergradients for Bilevel Learning Matthias Joachim Ehrhardt Lindon Roberts 61 8 0 11 Jan 2023
Ensemble-based gradient inference for particle methods in optimization and sampling C. Schillings C. Totzeck Philipp Wacker 52 10 0 23 Sep 2022
Efficient Hyperparameter Tuning with Dynamic Accuracy Derivative-Free Optimization Matthias Joachim Ehrhardt Lindon Roberts 28 1 0 06 Nov 2020