← Search

Changlin Wan

2 accepted papers

2022

Bias aware probabilistic Boolean matrix factorization

UAI 2022poster

Boolean matrix factorization (BMF) is a combinatorial problem arising from a wide range of applications including recommendation system, collaborative filtering, and dimensionality reduction. Currently, the noise model of existing BMF methods is often assumed to be homoscedastic; however, in real wo…

2020

Geometric All-way Boolean Tensor Decomposition

NeurIPS 2020poster

Boolean tensor has been broadly utilized in representing high dimensional logical data collected on spatial, temporal and/or other relational domains. Boolean Tensor Decomposition (BTD) factorizes a binary tensor into the Boolean sum of multiple rank-1 tensors, which is an NP-hard problem. Existing…