Low-Entropy Latent Variables Hurt Out-of-Distribution Performance.
Nandi SchootsDylan CopePublished in: CoRR (2023)
Keyphrases
- latent variables
- random variables
- probabilistic model
- latent variable models
- prior knowledge
- variational bayes
- topic models
- real valued
- probability distribution
- hidden variables
- gaussian process
- structural svms
- hierarchical model
- posterior distribution
- max margin
- observed variables
- factor graphs
- information theoretic
- conditionally independent
- structural svm
- approximate inference
- latent space
- marginal distributions
- joint distribution
- causal relationships
- graphical models
- bayesian networks
- structured output
- data sets
- information retrieval