Sequence Alignment with Dirichlet Process Mixtures.
Ieva KazlauskaiteIvan UstyuzhaninovCarl Henrik EkNeill D. F. CampbellPublished in: CoRR (2018)
Keyphrases
- sequence alignment
- dirichlet process
- dirichlet processes
- mixture model
- multi task learning
- gaussian processes
- pairwise
- bayesian model
- protein sequences
- dynamic programming
- dirichlet distribution
- binding sites
- density estimation
- sampling algorithm
- generative model
- model selection
- variational methods
- amino acids
- em algorithm
- markov chain monte carlo
- probabilistic model
- bayesian framework
- unsupervised learning
- language model
- latent topics
- posterior distribution
- maximum likelihood
- protein structure
- variational inference
- multi task
- data mining
- expectation maximization
- learning algorithm