FedGen: Generalizable Federated Learning for Sequential Data

FedGen: Generalizable Federated Learning for Sequential Data

3 November 2022

Praveen Venkateswaran

Vatche Isahagian

Vinod Muthusamy

N. Venkatasubramanian

Papers citing "FedGen: Generalizable Federated Learning for Sequential Data"

9 / 9 papers shown

Title
HFedCKD: Toward Robust Heterogeneous Federated Learning via Data-free Knowledge Distillation and Two-way Contrast Yiting Zheng Bohan Lin Jinqian Chen Jihua Zhu FedML 44 0 0 09 Mar 2025
PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning Yu Feng Yangli-ao Geng Yifan Zhu Zongfu Han Xie Yu Kaiwen Xue Haoran Luo Mengyang Sun Guangwei Zhang Meina Song FedML MoE 71 0 0 01 Feb 2025
Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning Jingyuan Zhang Yiyang Duan Shuaicheng Niu Yang Cao Wei Yang Bryan Lim 31 1 0 10 Oct 2024
The Key of Parameter Skew in Federated Learning Sifan Wang Junfeng Liao Ye Yuan Riquan Zhang FedML 41 0 0 21 Aug 2024
FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things Samiul Alam Tuo Zhang Tiantian Feng Hui Shen Zhichao Cao ... JeongGil Ko Kiran Somasundaram Shrikanth S. Narayanan Salman Avestimehr Mi Zhang 38 11 0 29 Sep 2023
Federated Domain Generalization: A Survey Ying Li Xingwei Wang Rongfei Zeng Praveen Kumar Donta Ilir Murturi Min Huang Schahram Dustdar OOD FedML AI4CE 45 29 0 02 Jun 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning Praveen Venkateswaran Evelyn Duesterwald Vatche Isahagian 41 7 0 06 Dec 2022
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 907 0 02 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 446 11,715 0 09 Mar 2017