Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy.
Amit GruberChen YanoverTal El-HayAnders SönnerborgVanni BorghiFrancesca IncardonaYaara GoldschmidtPublished in: AISTATS (2018)
Keyphrases
- hidden markov models
- long term
- collapsed gibbs sampling
- human immunodeficiency virus
- topic models
- gibbs sampling
- latent dirichlet allocation
- variational bayesian inference
- approximate inference
- drug resistance
- variational inference
- conditional random fields
- parameter estimation
- expectation maximization
- image sequences
- probabilistic model
- generative model
- distributed systems
- graphical models
- co occurrence
- text mining
- optical flow