Vianney Perchet

Unsupervised Neural Hidden Markov Models with a Continuous latent state space

2021 · arXiv (Cornell University)

We introduce a new procedure to neuralize unsupervised Hidden Markov Models in the continuous case. This provides higher flexibility to solve problems with underlying latent variables. This approach is evaluated on both synthetic and real …