Deep State-Space Generative Model For Correlated Time-to-Event Predictions.
Yuan XueDenny ZhouNan DuAndrew M. DaiZhen XuKun ZhangClaire CuiPublished in: CoRR (2024)
Keyphrases
- generative model
- state space
- learned models
- probabilistic model
- reinforcement learning
- event detection
- bayesian framework
- state variables
- markov decision processes
- em algorithm
- markov chain
- prior knowledge
- optimal policy
- conditional random fields
- search space
- semi supervised
- posterior probability
- discriminative learning
- dynamic programming
- discriminative models
- generative and discriminative models
- computer vision
- topic models
- particle filter
- image classification
- latent dirichlet allocation
- expectation maximization
- markov chain monte carlo
- reward function
- spatio temporal
- multiscale