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02/10/2023
Bayesian Sparse Vector Autoregressive Switching Models with Application to Human Gesture Phase Segmentation
We propose a sparse vector autoregressive (VAR) hidden semi-Markov model...
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06/16/2020
Bayesian Approximations to Hidden Semi-Markov Models
We propose a Bayesian hidden Markov model for analyzing time series and ...
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01/06/2020
A Spectral Hidden Markov Model for Nonstationary Oscillatory Processes
We propose to model time-varying periodic and oscillatory processes by m...
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10/23/2018