Distilling On-Device Intelligence at the Network Edge

Distilling On-Device Intelligence at the Network Edge

16 August 2019

Papers citing "Distilling On-Device Intelligence at the Network Edge"

11 / 11 papers shown

Title
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup Seungeun Oh Jihong Park Eunjeong Jeong Hyesung Kim M. Bennis Seong-Lyun Kim FedML 52 58 0 17 Jun 2020
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning Anis Elgabli Jihong Park Amrit Singh Bedi M. Bennis Vaneet Aggarwal FedML 23 82 0 30 Aug 2019
Federated Reinforcement Distillation with Proxy Experience Memory Han Cha Jihong Park Hyesung Kim Seong-Lyun Kim M. Bennis 54 16 0 15 Jul 2019
Multi-hop Federated Private Data Augmentation with Sample Compression Eunjeong Jeong Seungeun Oh Jihong Park Hyesung Kim M. Bennis Seong-Lyun Kim 53 17 0 15 Jul 2019
Robust Coreset Construction for Distributed Machine Learning Hanlin Lu Ming-Ju Li T. He Shiqiang Wang Vijay Narayanan Kevin S. Chan OOD 42 25 0 11 Apr 2019
No Peek: A Survey of private distributed deep learning Praneeth Vepakomma Tristan Swedish Ramesh Raskar O. Gupta Abhimanyu Dubey SyDa FedML 47 100 0 08 Dec 2018
Wireless Network Intelligence at the Edge Jihong Park S. Samarakoon M. Bennis Mérouane Debbah 87 519 0 07 Dec 2018
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data Eunjeong Jeong Seungeun Oh Hyesung Kim Jihong Park M. Bennis Seong-Lyun Kim FedML 54 596 0 28 Nov 2018
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 200 1,698 0 14 Apr 2018
Large scale distributed neural network training through online distillation Rohan Anil Gabriel Pereyra Alexandre Passos Róbert Ormándi George E. Dahl Geoffrey E. Hinton FedML 314 405 0 09 Apr 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 234 17,328 0 17 Feb 2016