2 citations · 7 across the 8 of their papers we have counts for
3 papers · 1 filter
Minimax Concave Penalty Regularized Adaptive System Identification
Bowen Li, Suya Wu, Erin E. Tripp +2
We develop a recursive least square (RLS) type algorithm with a minimax concave penalty (MCP) for adaptive identification of a sparse tap-weight vector that represents a communicat…
Multi-Agent Adversarial Attacks for Multi-Channel Communications
Juncheng Dong, Suya Wu, Mohammadreza Sultani +1
Recently Reinforcement Learning (RL) has been applied as an anti-adversarial remedy in wireless communication networks. However, studying the RL-based approaches from the adversary…
On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections
Mohammadreza Soltani, Suya Wu, Yuerong Li +2
We propose a new structured pruning framework for compressing Deep Neural Networks (DNNs) with skip connections, based on measuring the statistical dependency of hidden layers and…