Functional Bilevel Optimization for Machine Learning

29 March 2024

Papers citing "Functional Bilevel Optimization for Machine Learning"

6 / 6 papers shown

Title
SLACK: Stable Learning of Augmentations with Cold-start and KL regularization Juliette Marrie Michael Arbel Diane Larlus Julien Mairal OffRL 31 4 0 16 Jun 2023
One-step differentiation of iterative algorithms Jérôme Bolte Edouard Pauwels Samuel Vaiter 60 13 0 23 May 2023
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes Zuyue Fu Zhengling Qi Zhaoran Wang Zhuoran Yang Yanxun Xu Michael R. Kosorok OffRL 27 15 0 18 Sep 2022
Tutorial on amortized optimization Brandon Amos OffRL 65 42 0 01 Feb 2022
Amortized Implicit Differentiation for Stochastic Bilevel Optimization Michael Arbel Julien Mairal 95 58 0 29 Nov 2021
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 112 404 0 06 Mar 2017