A Bayesian Boolean Matrix Factorization with Application to Copy Number Analysis in Cancer

Adolphus Wagala, Mehmet Samur, Giovanni Parmigiani

Binary data factorization is common, but real-valued methods ignore discreteness and yield hard-to-interpret factors. Boolean Matrix Factorization (BooMF) instead decomposes a bina…