Contextual Stochastic Bilevel Optimization

Contextual Stochastic Bilevel Optimization

27 October 2023

Yao Xie

Papers citing "Contextual Stochastic Bilevel Optimization"

11 / 11 papers shown

Title
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace Bin Gao Yan Yang Ya-xiang Yuan 71 2 0 04 Apr 2024
Constructing unbiased gradient estimators with finite variance for conditional stochastic optimization T. Goda Wataru Kitade 29 3 0 04 Jun 2022
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence Zimeng Qiu Quanqi Hu Yongjian Zhong Lijun Zhang Tianbao Yang BDL 76 17 0 24 Feb 2022
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 76 37 0 24 Sep 2021
Personalized Federated Learning using Hypernetworks Aviv Shamsian Aviv Navon Ethan Fetaya Gal Chechik FedML 108 332 0 08 Mar 2021
A Single-Timescale Method for Stochastic Bilevel Optimization Tianyi Chen Yuejiao Sun Quan-Wu Xiao W. Yin 51 79 0 09 Feb 2021
Bilevel Optimization: Convergence Analysis and Enhanced Design Kaiyi Ji Junjie Yang Yingbin Liang 163 257 0 15 Oct 2020
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning Yifan Hu Siqi Zhang Xin Chen Niao He ODL 67 56 0 25 Feb 2020
Meta-Learning with Implicit Gradients Aravind Rajeswaran Chelsea Finn Sham Kakade Sergey Levine 94 854 0 10 Sep 2019
Hierarchically Structured Meta-learning Huaxiu Yao Ying Wei Junzhou Huang Z. Li 60 203 0 13 May 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 803 11,866 0 09 Mar 2017