ZooPFL: Exploring Black-box Foundation Models for Personalized Federated
Learning

ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning

8 October 2023

Xing Xie

Papers citing "ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning"

7 / 7 papers shown

Title
Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness E. Zelikman Qian Huang Percy Liang Nick Haber Noah D. Goodman 31 12 0 16 Jun 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning Timothy Castiglia Yi Zhou Shiqiang Wang S. Kadhe Nathalie Baracaldo S. Patterson FedML 31 10 0 03 May 2023
Test-Time Robust Personalization for Federated Learning Liang Jiang Tao R. Lin FedML OOD TTA 46 29 0 22 May 2022
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning Pin-Yu Chen VLM 56 40 0 22 Feb 2022
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning Wenzhi Fang Ziyi Yu Yuning Jiang Yuanming Shi Colin N. Jones Yong Zhou FedML 42 41 0 24 Jan 2022
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 135 631 0 15 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 267 6,003 0 20 Apr 2018