Non-Convex Bilevel Optimization with Time-Varying Objective Functions

7 August 2023

Papers citing "Non-Convex Bilevel Optimization with Time-Varying Objective Functions"

23 / 23 papers shown

Title
Non-convex online learning via algorithmic equivalence Udaya Ghai Zhou Lu Elad Hazan 49 10 0 30 May 2022
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse Junyi Li Bin Gu Heng-Chiao Huang 56 74 0 09 Dec 2021
Zeroth-order non-convex learning via hierarchical dual averaging Amélie Héliou Matthieu Martin P. Mertikopoulos Thibaud Rahier 49 10 0 13 Sep 2021
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization Risheng Liu Xuan Liu Xiaoming Yuan Shangzhi Zeng Jin Zhang 66 80 0 15 Jun 2021
Stability and Generalization of Bilevel Programming in Hyperparameter Optimization Fan Bao Guoqiang Wu Chongxuan Li Jun Zhu Bo Zhang 67 31 0 08 Jun 2021
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum Prashant Khanduri Siliang Zeng Mingyi Hong Hoi-To Wai Zhaoran Wang Zhuoran Yang 58 131 0 15 Feb 2021
Lower Bounds and Accelerated Algorithms for Bilevel Optimization Kaiyi Ji Yingbin Liang 38 57 0 07 Feb 2021
Online non-convex optimization with imperfect feedback Amélie Héliou Matthieu Martin P. Mertikopoulos Thibaud Rahier 24 14 0 16 Oct 2020
Bilevel Optimization: Convergence Analysis and Enhanced Design Kaiyi Ji Junjie Yang Yingbin Liang 183 258 0 15 Oct 2020
Regret minimization in stochastic non-convex learning via a proximal-gradient approach Nadav Hallak P. Mertikopoulos Volkan Cevher 28 20 0 13 Oct 2020
Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee Junyi Li Bin Gu Heng-Chiao Huang 61 41 0 01 Sep 2020
Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters Kaiyi Ji Jason D. Lee Yingbin Liang H. Vincent Poor 162 76 0 16 Jun 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton Risheng Liu Pan Mu Xiaoming Yuan Shangzhi Zeng Jin Zhang 56 130 0 07 Jun 2020
Optimizing Millions of Hyperparameters by Implicit Differentiation Jonathan Lorraine Paul Vicol David Duvenaud DD 106 414 0 06 Nov 2019
Dynamic Local Regret for Non-convex Online Forecasting Sergul Aydore Tianhao Zhu Dean Phillips Foster AI4TS 35 17 0 16 Oct 2019
Introduction to Online Convex Optimization Elad Hazan OffRL 150 1,927 0 07 Sep 2019
Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions M. Mackay Paul Vicol Jonathan Lorraine David Duvenaud Roger C. Grosse 72 164 0 07 Mar 2019
Truncated Back-propagation for Bilevel Optimization Amirreza Shaban Ching-An Cheng Nathan Hatch Byron Boots 96 265 0 25 Oct 2018
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 63 763 0 08 Oct 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 185 4,345 0 24 Jun 2018
Meta-learning with differentiable closed-form solvers Luca Bertinetto João F. Henriques Philip Torr Andrea Vedaldi ODL 82 930 0 21 May 2018
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 281 12,029 0 19 Jun 2017
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 165 433 0 20 Jul 2013