Asynchronous Multi-Task Learning

Asynchronous Multi-Task Learning

30 September 2016

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Papers citing "Asynchronous Multi-Task Learning"

16 / 16 papers shown

Title
UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks Atefe Hassani I. Rekik FedML 104 0 0 29 Jul 2024
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning Shuo Tang Rui Ye Chenxin Xu Xiaowen Dong Siheng Chen Yanfeng Wang 66 1 0 11 Mar 2024
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation Federico Cunico Federico Girella Andrea Avogaro Marco Emporio Andrea Giachetti Marco Cristani 65 6 0 12 Apr 2023
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning Ren Wang Zhe Xu Alfred Hero 66 0 0 06 Oct 2021
Private Multi-Task Learning: Formulation and Applications to Federated Learning Shengyuan Hu Zhiwei Steven Wu Virginia Smith FedML 109 20 0 30 Aug 2021
SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks Chaoyang He Emir Ceyani Keshav Balasubramanian M. Annavaram Salman Avestimehr FedML 73 52 0 04 Jun 2021
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning Hyun-Suk Lee Jang-Won Lee 139 55 0 02 Mar 2021
Distributed Primal-Dual Optimization for Online Multi-Task Learning Peng Yang P. Li 19 6 0 02 Apr 2020
Asynchronous Online Federated Learning for Edge Devices with Non-IID Data Yujing Chen Yue Ning Martin Slawski Huzefa Rangwala FedML 101 56 0 05 Nov 2019
SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead A. Masullo Ligang He Toby Perrett Rui Mao Carsten Maple Majid Mirmehdi 106 318 0 03 Oct 2019
Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs Valentina Zantedeschi A. Bellet Marc Tommasi FedML 119 81 0 24 Jan 2019
Model-Protected Multi-Task Learning Jian Liang Ziqi Liu Jiayu Zhou Xiaoqian Jiang Changshui Zhang Fei Wang 75 13 0 18 Sep 2018
Distributed Stochastic Multi-Task Learning with Graph Regularization Weiran Wang Jialei Wang Mladen Kolar Nathan Srebro FedML 66 21 0 11 Feb 2018
Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition Mohammad Rostami Soheil Kolouri Kyungnam Kim Eric Eaton FedML CLL 80 35 0 15 Sep 2017
Federated Multi-Task Learning Virginia Smith Chao-Kai Chiang Maziar Sanjabi Ameet Talwalkar FedML 175 1,823 0 30 May 2017
A new primal-dual algorithm for minimizing the sum of three functions with a linear operator Ming Yan 40 3 0 29 Nov 2016