4 citations · 6 across the 4 of their papers we have counts for
4 papers
Quantifying Overfitting: Evaluating Neural Network Performance through Analysis of Null Space
Hossein Rezaei, Mohammad Sabokrou
Machine learning models that are overfitted/overtrained are more vulnerable to knowledge leakage, which poses a risk to privacy. Suppose we download or receive a model from a third…
Automatic and Flexible Transmission of Semantic Map Images using Polar Codes for End-to-End Semantic-based Communication Systems
Hossein Rezaei, Thushan Sivalingam, Nandana Rajatheva
Semantic communication represents a promising roadmap toward achieving end-to-end communication with reduced communication overhead and an enhanced user experience. The integration…
High-Throughput Rate-Flexible Combinational Decoders for Multi-Kernel Polar Codes
Hossein Rezaei, Nandana Rajatheva, Matti Latva-aho
Polar codes have received growing attention in the past decade and have been selected as the coding scheme for the control channel in the fifth generation (5G) wireless communicati…
A Combinational Multi-Kernel Decoder for Polar Codes
Hossein Rezaei, Nandana Rajatheva, Matti Latva-aho
Polar codes have been selected as the channel coding scheme for control channel in the fifth generation (5G) communication system thanks to their capacity achieving characteristics…