Learning Hidden Markov Models Using Conditional Samples.
Gaurav MahajanSham M. KakadeAkshay KrishnamurthyCyril ZhangPublished in: COLT (2023)
Keyphrases
- hidden markov models
- hidden state
- markov models
- learning algorithm
- handwritten word recognition
- sequence classification
- discriminative training
- reinforcement learning
- sequential data
- speech recognition
- prior knowledge
- markov model
- conditional random fields
- latent variable models
- continuous hidden markov models
- viterbi algorithm
- graphical models
- video sequences