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Achieving Linear Speedup in Non-IID Federated Bilevel Learning

Achieving Linear Speedup in Non-IID Federated Bilevel Learning

International Conference on Machine Learning (ICML), 2023
10 February 2023
Minhui Huang
Dewei Zhang
Kaiyi Ji
    FedML
ArXiv (abs)PDFHTML

Papers citing "Achieving Linear Speedup in Non-IID Federated Bilevel Learning"

14 / 14 papers shown
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Kaiyi Ji
127
0
0
24 Nov 2025
PGAD: Prototype-Guided Adaptive Distillation for Multi-Modal Learning in AD Diagnosis
PGAD: Prototype-Guided Adaptive Distillation for Multi-Modal Learning in AD Diagnosis
Yanfei Li
Teng Yin
Wenyi Shang
Jing Liu
Xi Wang
Kaiyang Zhao
MedIm
333
1
0
05 Mar 2025
Review of Mathematical Optimization in Federated Learning
Review of Mathematical Optimization in Federated Learning
Shusen Yang
Fangyuan Zhao
Zihao Zhou
Liang Shi
Xuebin Ren
Zongben Xu
FedMLAI4CE
334
6
0
02 Dec 2024
Fully First-Order Methods for Decentralized Bilevel Optimization
Fully First-Order Methods for Decentralized Bilevel Optimization
Xiaoyu Wang
Xuxing Chen
Shiqian Ma
Tong Zhang
394
2
0
25 Oct 2024
Sequential Federated Learning in Hierarchical Architecture on Non-IID
  Datasets
Sequential Federated Learning in Hierarchical Architecture on Non-IID DatasetsIEEE Transactions on Mobile Computing (IEEE TMC), 2024
Xingrun Yan
Shiyuan Zuo
Rongfei Fan
Han Hu
Li Shen
Puning Zhao
Yong Luo
FedML
224
0
0
19 Aug 2024
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
Shiyuan Zuo
Xingrun Yan
Rongfei Fan
Li Shen
P. Zhao
Jie Xu
Han Hu
FedML
400
3
0
18 Aug 2024
Federated Learning Resilient to Byzantine Attacks and Data Heterogeneity
Federated Learning Resilient to Byzantine Attacks and Data Heterogeneity
Shiyuan Zuo
Xingrun Yan
Rongfei Fan
Han Hu
Hangguan Shan
Tony Q.S. Quek
Puning Zhao
AAMLFedML
506
6
0
20 Mar 2024
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity
Boao Kong
Shuchen Zhu
Songtao Lu
Xinmeng Huang
Kun Yuan
334
0
0
05 Feb 2024
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles
Le‐Yu Chen
Yaohua Ma
J.N. Zhang
430
11
0
26 Jun 2023
Federated Multi-Sequence Stochastic Approximation with Local
  Hypergradient Estimation
Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation
Davoud Ataee Tarzanagh
Mingchen Li
Pranay Sharma
Samet Oymak
273
0
0
02 Jun 2023
SimFBO: Towards Simple, Flexible and Communication-efficient Federated
  Bilevel Learning
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel LearningNeural Information Processing Systems (NeurIPS), 2023
Yifan Yang
Peiyao Xiao
Kaiyi Ji
FedML
414
24
0
30 May 2023
Communication-Efficient Federated Bilevel Optimization with Local and
  Global Lower Level Problems
Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level ProblemsNeural Information Processing Systems (NeurIPS), 2023
Junyi Li
Feihu Huang
Heng Huang
FedML
239
15
0
13 Feb 2023
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel
  Programming
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming
Parvin Nazari
Ahmad Mousavi
Davoud Ataee Tarzanagh
George Michailidis
372
5
0
08 Nov 2022
Efficiently Escaping Saddle Points in Bilevel Optimization
Efficiently Escaping Saddle Points in Bilevel Optimization
Minhui Huang
Xuxing Chen
Kaiyi Ji
Shiqian Ma
Lifeng Lai
253
28
0
08 Feb 2022
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