Matching DNN Compression and Cooperative Training with Resources and Data Availability

2 December 2022

Papers citing "Matching DNN Compression and Cooperative Training with Resources and Data Availability"

7 / 7 papers shown

Title
Edge-device Collaborative Computing for Multi-view Classification Marco Palena Tania Cerquitelli Carla Fabiana Chiasserini 28 3 0 24 Sep 2024
Combining Relevance and Magnitude for Resource-Aware DNN Pruning C. Chiasserini F. Malandrino Nuria Molner Zhiqiang Zhao 35 0 0 21 May 2024
Dependable Distributed Training of Compressed Machine Learning Models F. Malandrino G. Giacomo Marco Levorato C. Chiasserini 40 0 0 22 Feb 2024
First-Order Dynamic Optimization for Streaming Convex Costs M. Rostami Hossein Moradian S. S. Kia 20 1 0 11 Oct 2023
Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks Peyman Tehrani Francesco Restuccia Marco Levorato OffRL 23 32 0 07 Dec 2021
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots Ahmed Imteaj M. Amini 80 51 0 11 Jan 2021
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,687 0 14 Apr 2018