2 papers
cs.LG2021
A Non-Parametric Subspace Analysis Approach with Application to Anomaly Detection Ensembles
Marcelo Bacher, Irad Ben-Gal, Erez Shmueli
Identifying anomalies in multi-dimensional datasets is an important task in many real-world applications. A special case arises when anomalies are occluded in a small set of attrib…
cs.IT2020
Neural Joint Entropy Estimation
Yuval Shalev, Amichai Painsky, Irad Ben-Gal
Estimating the entropy of a discrete random variable is a fundamental problem in information theory and related fields. This problem has many applications in various domains, inclu…