Causal Discovery with Multi-Domain LiNGAM for Latent Factors.

Yan Zeng Shohei Shimizu Ruichu Cai Feng Xie Michio Yamamoto Zhifeng Hao

Published in: CoRR (2020)

Keyphrases

multi domain
causal discovery
linear non gaussian
latent factors
factor analysis
matrix factorization
causal models
causal relationships
latent variables

topic models
cross domain
discovery process
causal structure
bayesian networks
domain specific
directed acyclic graph
implicit feedback
probabilistic latent semantic analysis

nonnegative matrix factorization
conditional independence
latent dirichlet allocation
heterogeneous networks
observational data
independent component analysis
random variables
missing data
collaborative filtering

prior knowledge
data mining
causal ordering
training data
learning environment
user behavior
decision problems
databases