Forgetting Counts: Constant Memory Inference for a Dependent Hierarchical Pitman-Yor Process.
Nicholas BartlettDavid PfauFrank D. WoodPublished in: ICML (2010)
Keyphrases
- pitman yor process
- generative model
- bayesian nonparametric
- topic models
- variational inference
- inverse reinforcement learning
- mixture model
- incremental learning
- gaussian process
- probabilistic model
- exponential family
- probabilistic inference
- latent dirichlet allocation
- prior knowledge
- hyperparameters
- graphical models
- hierarchical dirichlet process
- semi supervised