most citedParameter estimation of hidden Markov models: comparison of EM and quasi-Newton methods with a new hybrid algorithm

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math.OC2024★ 1 cited

Parameter estimation of hidden Markov models: comparison of EM and quasi-Newton methods with a new hybrid algorithm

Sidonie Foulon, Thérèse Truong, Anne-Louise Leutenegger +1

Hidden Markov Models (HMM) model a sequence of observations that are dependent on a hidden (or latent) state that follow a Markov chain. These models are widely used in diverse fie…