Optimizing Split Points for Error-Resilient SplitFed Learning

29 May 2024

Papers citing "Optimizing Split Points for Error-Resilient SplitFed Learning"

10 / 10 papers shown

Title
Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations Zahra Hafezi Kafshgari C. Shiranthika Parvaneh Saeedi Ivan V. Bajić FedML 63 6 0 28 Apr 2023
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments Shreshth Tuli G. Casale N. Jennings 71 34 0 21 May 2022
Federated Learning with Erroneous Communication Links M. Shirvanimoghaddam Ayoob Salari Yifeng Gao Aradhika Guha FedML 124 15 0 31 Jan 2022
CALTeC: Content-Adaptive Linear Tensor Completion for Collaborative Intelligence Ashiv Dhondea R. Cohen Ivan V. Bajić 41 9 0 10 Jun 2021
Collaborative Intelligence: Challenges and Opportunities Ivan V. Bajić Weisi Lin Yonghong Tian 53 52 0 13 Feb 2021
SplitFed: When Federated Learning Meets Split Learning Chandra Thapa Pathum Chamikara Mahawaga Arachchige S. Çamtepe Lichao Sun FedML 105 589 0 25 Apr 2020
BottleNet: A Deep Learning Architecture for Intelligent Mobile Cloud Computing Services Amir Erfan Eshratifar Amirhossein Esmaili Massoud Pedram 77 179 0 04 Feb 2019
Split learning for health: Distributed deep learning without sharing raw patient data Praneeth Vepakomma O. Gupta Tristan Swedish Ramesh Raskar FedML 121 710 0 03 Dec 2018
Distributed learning of deep neural network over multiple agents O. Gupta Ramesh Raskar FedML OOD 85 607 0 14 Oct 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 414 17,615 0 17 Feb 2016