IEEE

Connected Dominating Set Associated Subnetwork Construction for Fast Convergent Heterogeneous Federated Learning

Abstract: Despite the growing interest in developing decentralized federated learning (FL) in wireless networks, few works have explored the impact of network topology. I.e., due to devices sharing ...
Frontiers

Brain subnetworks most sensitive to alterations of functional connectivity in Schizophrenia: a data-driven approach

1 School of Cognitive Sciences, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran 2 Biomedical Engineering Department, Amirkabir University of Technology, Tehran, Iran Functional ...
IEEE

Subnetwork-Lossless Robust Watermarking for Hostile Theft Attacks in Deep Transfer Learning Models

Abstract: Recently, considerable progress has been made in providing solutions to prevent intellectual property (IP) theft for deep neural networks (DNNs) in ideal classification or recognition ...
GitHub

TieDIE: Tied Diffusion for Subnetwork Discovery.

Python 2.7 and the python numpy module are required to run the tiedie executable, when using a pre-computed diffusion kernel. Either MATLAB or the python scipy module ...