Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting.
Louis SharrockDaniel DoddChristopher NemethPublished in: AISTATS (2024)
Keyphrases
- latent variable models
- maximum likelihood
- latent variables
- real valued
- supervised learning
- latent dirichlet allocation
- parameter estimation
- hidden markov models
- expectation maximization
- em algorithm
- training examples
- learning problems
- maximum a posteriori
- discriminative learning
- structured prediction
- hidden variables
- machine learning
- reinforcement learning