Gaussian process

Results: 295



#Item
171Exponentials / Operator theory / Kernel / Positive-definite kernel / Gaussian process / Mathematics / Algebra / Gaussian function

Contextual Gaussian Process Bandit Optimization Andreas Krause Cheng Soon Ong Department of Computer Science, ETH Zurich, 8092 Zurich, Switzerland

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
172Gaussian process / Likelihood function / Variational Bayesian methods / Marginal likelihood / Kriging / Covariance / Regression analysis / Conjugate prior / Maximum likelihood / Statistics / Bayesian statistics / Estimation theory

Journal of Machine Learning Research[removed]3015 Submitted 8/10; Revised 9/10; Published[removed]Gaussian Processes for Machine Learning (GPML) Toolbox Carl Edward Rasmussen∗

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Source URL: www.jmlr.org

Language: English - Date: 2010-11-19 19:10:52
173Linear filters / Control theory / Robot control / Unscented transform / Kalman filter / Filtering problem / Gaussian filter / Brownian motion / Wiener process / Statistics / Stochastic processes / Estimation theory

arXiv:1302.5324v3 [stat.CO] 18 Feb[removed]Series Expansion Approximations of Brownian Motion for Non-Linear Kalman Filtering of Diffusion Processes Simon Lyons, Simo S¨arkk¨a, and Amos Storkey∗†

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Source URL: arxiv.org

Language: English - Date: 2014-02-18 21:27:42
174Lévy process / Normal distribution / Gaussian process / Stochastic differential equation / Wiener process / Moulting / Statistics / Stochastic processes / Inverse Gaussian distribution

20th International Congress on Modelling and Simulation, Adelaide, Australia, 1–6 December 2013 www.mssanz.org.au/modsim2013 Stochastic growth models for analyzing crustacean data Chuan Hui Foo a and You-Gan Wang a a

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Source URL: www.mssanz.org.au

Language: English - Date: 2013-11-19 22:02:18
175Econometrics / Cluster analysis / Machine learning / Mixture model / Normal distribution / Support vector machine / Regression analysis / Gaussian process / Statistics / Statistical models / Statistical classification

Surpassing Human-Level Face Verification Performance on LFW with GaussianFace Chaochao Lu Xiaoou Tang

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Source URL: luchaochao.me

Language: English - Date: 2015-03-30 03:26:39
176Markov chain / Normal distribution / Dirichlet process / Bayesian inference / Marginal likelihood / Conjugate prior / Statistics / Bayesian statistics / Mixture model

Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes Ehsan Abbasnejad Scott Sanner ANU & NICTA NICTA & ANU

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2013-04-25 08:14:01
177Time series analysis / Stochastic processes / Covariance and correlation / Stochastic volatility / Autoregressive conditional heteroskedasticity / Multivariate normal distribution / Markov chain / Gaussian process / Volatility / Statistics / Mathematical finance / Econometrics

Dynamic Correlations in Symmetric Multivariate SV Models

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Source URL: www.mssanz.org.au

Language: English - Date: 2013-01-15 17:38:31
178Wave height / Normal distribution / Central limit theorem / Wave / Gaussian process / Rayleigh distribution / Errors and residuals in statistics / Statistics / Water waves / Physical oceanography

5 SHORT-TERM STATISTICS 5 29

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Source URL: ocw.mit.edu

Language: English - Date: 2015-03-15 21:28:56
179Symplectic integrator / Spray / Chebyshev function / Physics / Hamiltonian mechanics / Theoretical physics

A Hamiltonian approach to the adjoint technique (with application to a Variational Gaussian Process Approximation) Renata Retkute and Ian Roulstone Department of Mathematics

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Source URL: gmao.gsfc.nasa.gov

Language: English - Date: 2009-05-28 10:41:52
180Variational Bayesian methods / Normal distribution / Maximum likelihood / Gaussian process / Interpretation / Principal component analysis / Statistics / Bayesian statistics / Estimation theory

Hierarchical Latent Dictionaries for Models of Brain Activation Alona Fyshe Machine Learning Carnegie Mellon University

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Source URL: www.stat.washington.edu

Language: English - Date: 2013-09-06 21:39:41
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