Probabilistic Random Forest: A machine learning algorithm for noisy datasets. - Itamar Reis; Dalya Baron; Sahar Shahaf (CoRR, 2018)

Detect the Unexpected: Novelty Detection in Large Astrophysical Surveys using Fisher Vectors. - Michael Rotman; Itamar Reis; Dovi Poznanski; Lior Wolf (KDIR, 2019)

Effectively using unsupervised machine learning in next generation astronomical surveys. - Itamar Reis; Michael Rotman; Dovi Poznanski; J. Xavier Prochaska; Lior Wolf (Astron. Comput., 2021)