2024
Pathwise Explanation of ReLU Neural Networks
AISTATS 2024poster
Neural networks have demonstrated a wide range of successes, but their “black box" nature raises concerns about transparency and reliability. Previous research on ReLU networks has sought to unwrap these networks into linear models based on activation states of all hidden units. In this paper, we in…