Biblioteca Digital

205 resultados para Gaussian filters

Particle filters for continuous-time jump models in tracking applications

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Local and global sparse Gaussian process approximations

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Gradient-free maximum likelihood parameter estimation with particle filters

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Bayesian inference for continuous-time Arma models driven by non-Gaussian LÉVY processes

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Sparse Gaussian processes using pseudo-inputs

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Gaussian processes for machine learning

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Sequential Monte Carlo methods: new tools for optimal filtering, system identifcation and control of non-linear and non-gaussian models

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Unsupervised classification of functions using Dirichlet process mixtures of Gaussian processes

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Assessing approximations for Gaussian process classification

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Efficient variable rate particle filters for tracking of manoeuvring targets using an MRF-based motion model

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Bayesian inference for Gaussian mixed graph models

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Variable noise and dimensionality reduction for sparse Gaussian processes

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Discriminatively trained Gaussian mixture models for sentence boundary detection

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Multiple and extended object tracking with Poisson spatial processes and variable rate filters

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Incremental learning of temporally coherent gaussian mixture models

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