2024
Bias-aware Boolean Matrix Factorization Using Disentangled Representation Learning
UAI 2024poster
Boolean matrix factorization (BMF) has been widely utilized in fields such as recommendation systems, graph learning, text mining, and -omics data analysis. Traditional BMF methods decompose a binary matrix into the Boolean product of two lower-rank Boolean matrices plus homoscedastic random errors.…