A stroll through hidden Markov models
1 : LMO
Université Paris-Saclay
Hidden Markov models are latent variables models producing dependent sequences. I will survey recent results providing guarantees for their use in various fields such as clustering, multiple testing, nonlinear ICA or variational autoencoders.