Title: Learning Latent Events from Network Message Logs: A Decomposition Based Approach,
Abstract: In this communication, we describe a novel technique for event mining using a
decomposition based approach that combines non-parametric change-point
detection with LDA. We prove theoretical guarantees about sample-complexity and
consistency of the approach. In a companion paper, we will perform a thorough
evaluation of our approach with detailed experiments.