Variational Gaussian Process Dynamical Systems
暂无分享,去创建一个
[1] Geoffrey E. Hinton,et al. Modeling Human Motion Using Binary Latent Variables , 2006, NIPS.
[2] Neil D. Lawrence,et al. Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data , 2003, NIPS.
[3] C. Rasmussen,et al. Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting , 2002, NIPS.
[4] David J. Fleet,et al. Gaussian Process Dynamical Models , 2005, NIPS.
[5] David J. Fleet,et al. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Gaussian Process Dynamical Model , 2007 .
[6] Neil D. Lawrence,et al. Hierarchical Gaussian process latent variable models , 2007, ICML '07.
[7] Neil D. Lawrence,et al. Bayesian Gaussian Process Latent Variable Model , 2010, AISTATS.
[8] Michalis K. Titsias,et al. Variational Learning of Inducing Variables in Sparse Gaussian Processes , 2009, AISTATS.
[9] Nasser M. Nasrabadi,et al. Pattern Recognition and Machine Learning , 2006, Technometrics.
[10] Neil D. Lawrence,et al. Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models , 2005, J. Mach. Learn. Res..
[11] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[12] Neil D. Lawrence,et al. Learning for Larger Datasets with the Gaussian Process Latent Variable Model , 2007, AISTATS.
[13] Manfred Opper,et al. The Variational Gaussian Approximation Revisited , 2009, Neural Computation.
[14] Christopher M. Bishop,et al. Pattern Recognition and Machine Learning (Information Science and Statistics) , 2006 .
[15] Dieter Fox,et al. GP-BayesFilters: Bayesian filtering using Gaussian process prediction and observation models , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[16] Iain Murray. Introduction To Gaussian Processes , 2008 .