The space of models in machine learning: using Markov chains to model transitions.
Vicenç TorraMariam TahaGuillermo Navarro-ArribasPublished in: Prog. Artif. Intell. (2021)
Keyphrases
- markov chain
- machine learning
- transition probabilities
- stochastic process
- probabilistic model
- monte carlo simulation
- markov model
- markov process
- statistical model
- stochastic model
- monte carlo
- steady state
- statistical models
- bayesian framework
- transition matrix
- monte carlo method
- autoregressive
- objective function
- parameter estimation