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Gaussian process
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#	Item
101	Tree-structured Gaussian process approximations Supplementary material Thang Bui Richard Turner Add to Reading List Source URL: learning.eng.cam.ac.uk Language: English - Date: 2014-10-20 07:50:01
102	Journal of Machine Learning Research3257 Submitted 6/11; Revised 10/11; PublishedRobust Gaussian Process Regression with a Student-t Likelihood Pasi Jyl¨anki Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2011-11-11 13:27:28
103	6 Statistical Appendix: Cox survival analysis using Gaussian process priors In this supplementary file, we describe in a detail how to apply the Gaussian processes (GP) in Cox survival analyses using the proportional ha Add to Reading List Source URL: users.aalto.fi Language: English - Date: 2015-04-30 08:15:36
104	Regret Bounds for Gaussian Process Bandit Problems Steffen Gr¨ unew¨ alder University College London Add to Reading List Source URL: certis.enpc.fr Language: English - Date: 2010-03-13 15:23:42
105	Gaussian Process Temporal Difference Learning - Theory and Practice Yaakov Engel Collaborators: Shie Mannor, Ron Meir, Peter Szabo, Add to Reading List Source URL: www.grappa.univ-lille3.fr Language: English - Date: 2006-07-12 03:07:08
106	Dimensionality reduction for survival data via the Gaussian process latent variable model (GPLVM) James Barrett Institute for Mathematical and Molecular Biomedicine (IMMB), King’s College London 4th June 2014, KCL Add to Reading List Source URL: www.qbio.kcl.ac.uk Language: English
107	Predicting Simulation Parameters of Biological Systems using a Gaussian Process Model Xiangxin Zhu, Max Welling Fang Jin, John Lowengrub Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2012-02-01 21:23:55 Statistical theory Statistical models Normal distribution Parametric model Regression analysis Gaussian process Expectation–maximization algorithm Maximum likelihood Statistics Estimation theory Econometrics
108	Super-Samples from Kernel Herding Yutian Chen Department of Computer Science University of California, Irvine Irvine, CA 92697 Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2010-07-13 17:15:28 Data analysis Monte Carlo methods Exponentials Gaussian function Perceptron Gaussian process Monte Carlo integration Estimation theory Bootstrapping Statistics Statistical inference Stochastic processes
109	arXiv:1401.2838v1 [cs.LG] 13 JanGPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation Max Welling Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2014-04-19 07:04:55 Statistical inference Econometrics Confidence interval Measurement Marginal likelihood Likelihood function Normal distribution Markov chain Maximum likelihood Statistics Estimation theory Bayesian statistics
110	Multi-class Gaussian process classiﬁcation of single-trial MEG based on frequency speciﬁc latent features extracted with linear binary classiﬁers Pasi Jylänki, Jaakko Riihimäki, Aki Vehtari Add to Reading List Source URL: www.cis.hut.fi Language: English - Date: 2012-01-05 06:58:38 Statistical classification Statistics Bayesian statistics Estimation theory

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