Right for the Right Latent Factors: Debiasing Generative Models via Disentanglement.
Xiaoting ShaoKarl StelznerKristian KerstingPublished in: CoRR (2022)
Keyphrases
- generative model
- latent factors
- topic models
- latent dirichlet allocation
- factor analysis
- probabilistic model
- latent variables
- matrix factorization
- probabilistic latent semantic analysis
- topic modeling
- prior knowledge
- em algorithm
- conditional random fields
- implicit feedback
- nonnegative matrix factorization
- semi supervised
- discriminative models
- expectation maximization
- text documents
- bayesian networks
- maximum likelihood
- graphical models
- collaborative filtering
- pairwise