On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness
Results and Improved Analysis

On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis

2 January 2023

Jing Xu

Papers citing "On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis"

12 / 12 papers shown

Title
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization Youran Dong Junfeng Yang Wei-Ting Yao Jin Zhang 36 0 0 04 May 2025
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problems Huaqing Zhang Lesi Chen Jing Xu J. Zhang 63 0 0 28 Jan 2025
Differentially Private Bilevel Optimization Guy Kornowski 43 0 0 29 Sep 2024
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace Bin Gao Yan Yang Ya-xiang Yuan 34 2 0 04 Apr 2024
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Mao Ye B. Liu S. Wright Peter Stone Qian Liu 72 82 0 19 Sep 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts Yibo Jiang Victor Veitch OOD 116 32 0 04 Jul 2022
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms Mathieu Dagréou Pierre Ablin Samuel Vaiter Thomas Moreau 129 95 0 31 Jan 2022
Amortized Implicit Differentiation for Stochastic Bilevel Optimization Michael Arbel Julien Mairal 92 58 0 29 Nov 2021
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 96 714 0 13 Jun 2018
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 112 370 0 06 Mar 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 119 1,190 0 16 Aug 2016