90 citations · 348 across the 53 of their papers we have counts for
3 papers · 1 filter
Knowledge Transfer and Reuse: A Case Study of AI-enabled Resource Management in RAN Slicing
Hao Zhou, Melike Erol-Kantarci, Vincent Poor
An efficient resource management scheme is critical to enable network slicing in 5G networks and in envisioned 6G networks, and artificial intelligence (AI) techniques offer promis…
Beamforming Design for the Performance Optimization of Intelligent Reflecting Surface Assisted Multicast MIMO Networks
Songling Zhang, Zhaohui Yang, Mingzhe Chen +3
In this paper, the problem of maximizing the sum of data rates of all users in an intelligent reflecting surface (IRS)-assisted millimeter wave multicast multiple-input multiple-ou…
Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning
L. P. Barnes, Alex Dytso, H. V. Poor
We consider information-theoretic bounds on expected generalization error for statistical learning problems in a networked setting. In this setting, there are nodes, each with…