Consistent estimation of the filtering and marginal smoothing distributions in nonparametric hidden Markov models

23 July 2015

Papers citing "Consistent estimation of the filtering and marginal smoothing distributions in nonparametric hidden Markov models"

19 / 19 papers shown

Title
Efficient Learning of POMDPs with Known Observation Model in Average-Reward Setting Alessio Russo Alberto Maria Metelli Marcello Restelli 51 0 0 02 Oct 2024
Prediction from compression for models with infinite memory, with applications to hidden Markov and renewal processes Yanjun Han Tianze Jiang Yihong Wu 70 0 0 23 Apr 2024
Closed-form Filtering for Non-linear Systems Théophile Cantelobre C. Ciliberto Benjamin Guedj Alessandro Rudi 25 0 0 15 Feb 2024
Variational excess risk bound for general state space models Elisabeth Gassiat Sylvain Le Corff DRL 58 1 0 15 Dec 2023
Frontiers to the learning of nonparametric hidden Markov models Kweku Abraham Elisabeth Gassiat Zacharie Naulet 63 0 0 28 Jun 2023
Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator Marie du Roy de Chaumaray Salima El Kolei Marie-Pierre Etienne M. Marbac 91 1 0 07 Oct 2022
Efficient Bayesian estimation and use of cut posterior in semiparametric hidden Markov models Daniella F Moss Judith Rousseau 77 7 0 11 Mar 2022
Consistency of the maximum likelihood estimator in hidden Markov models with trends Luc Lehéricy A. Touron 18 0 0 16 Dec 2021
Sublinear Regret for Learning POMDPs Yi Xiong Ningyuan Chen Xuefeng Gao Xiang Zhou 99 25 0 08 Jul 2021
Fundamental limits for learning hidden Markov model parameters Kweku Abraham Zacharie Naulet Elisabeth Gassiat 68 6 0 24 Jun 2021
Provable Hierarchical Imitation Learning via EM Zhiyu Zhang I. Paschalidis 67 17 0 07 Oct 2020
Regime Switching Bandits Xiang Zhou Yi Xiong Ningyuan Chen Xuefeng Gao 78 19 0 26 Jan 2020
Nonasymptotic control of the MLE for misspecified nonparametric hidden Markov models Luc Lehéricy 46 8 0 11 Jul 2018
Learning the distribution of latent variables in paired comparison models with round-robin scheduling R. Diel Sylvain Le Corff M. Lerasle 20 1 0 05 Jul 2017
State-by-state Minimax Adaptive Estimation for Nonparametric Hidden Markov Models Luc Lehéricy 77 10 0 26 Jun 2017
Efficient semiparametric estimation and model selection for multidimensional mixtures Elisabeth Gassiat Judith Rousseau E. Vernet 88 10 0 19 Jul 2016
Consistent order estimation for nonparametric Hidden Markov Models Luc Lehéricy 45 16 0 02 Jun 2016
Non Parametric Hidden Markov Models with Finite State Space: Posterior Concentration Rates E. Vernet 365 9 0 27 Nov 2015
Minimax adaptive estimation of nonparametric hidden Markov models Yohann De Castro Elisabeth Gassiat C. Lacour 69 32 0 20 Jan 2015