Online Bilevel Optimization: Regret Analysis of Online Alternating
Gradient Methods

Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods

6 July 2022

Davoud Ataee Tarzanagh

Papers citing "Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods"

13 / 13 papers shown

Title
Online Nonconvex Bilevel Optimization with Bregman Divergences Jason Bohne David Rosenberg Gary Kazantsev Pawel Polak 19 0 0 16 Sep 2024
Improving SAM Requires Rethinking its Optimization Formulation Wanyun Xie Fabian Latorre Kimon Antonakopoulos Thomas Pethick V. Cevher 26 1 0 17 Jul 2024
Fair Canonical Correlation Analysis Zhuoping Zhou Davoud Ataee Tarzanagh Bojian Hou Boning Tong Jia Xu Yanbo Feng Jinjin Yu Li Shen 52 5 0 27 Sep 2023
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi-Hua Zhou 28 19 0 16 Sep 2023
Non-Convex Bilevel Optimization with Time-Varying Objective Functions Sen-Fon Lin Daouda Sow Kaiyi Ji Yitao Liang Ness B. Shroff 17 2 0 07 Aug 2023
Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation Davoud Ataee Tarzanagh Mingchen Li Pranay Sharma Samet Oymak 16 0 0 02 Jun 2023
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
Dynamic Regret Analysis for Online Meta-Learning Parvin Nazari E. Khorram CLL 34 5 0 29 Sep 2021
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 85 145 0 04 May 2020
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML Aniruddh Raghu M. Raghu Samy Bengio Oriol Vinyals 170 634 0 19 Sep 2019
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 99 714 0 13 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 112 404 0 06 Mar 2017