state space model

Mixture of time-warped trajectory models for movement decoding NeurIPS 2010 State-Space Inference and Learning with Gaussian Processes AISTATS 2010 Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NeurIPS 2010 Forecasting Web Page Views: Methods and Observations JMLR 2008 Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NeurIPS 2008 Using Bayesian Dynamical Systems for Motion Template Libraries NeurIPS 2008 A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NeurIPS 2006 A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems NeurIPS 2006 Linear State-Space Models for Blind Source Separation JMLR 2006 Particle Filtering for Nonparametric Bayesian Matrix Factorization NeurIPS 2006 Unified Inference for Variational Bayesian Linear Gaussian State-Space Models NeurIPS 2006 Blind Source Recovery: A Framework in the State Space JMLR 2003