Muthana Hatem Al-Janabi

DeepCOVEN: Deep Spectral Embeddings for Change-Point Detection in Evolving Networks

Change-point detection in evolving networks is difficult for traditional spectral methods because of temporal dependency, and deep learning methods often lack theoretical guarantees and interpretability. This paper introduces a novel framework called DeepCOVEN (Deep COmplex eVolving networks Embedding for chaNge detect...