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1961-1974 (16) 1976-1984 (16) 1985-1992 (18) 1993-1996 (20) 1997-1998 (16) 1999-2001 (21) 2002-2003 (26) 2004 (16) 2005 (26) 2006 (26) 2007 (39) 2008 (52) 2009 (42) 2010 (52) 2011 (47) 2012 (61) 2013 (61) 2014 (80) 2015 (103) 2016 (98) 2017 (118) 2018 (168) 2019 (128)
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article(564) book(1) incollection(7) inproceedings(660) phdthesis(17) proceedings(1)
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Found 1250 publication records. Showing 1250 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
73Xiaoling Ou, Elaine Martin Batch process modelling with mixtures of Gaussian processes. Search on Bibsonomy Neural Computing and Applications The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Mixture model, Markov chain Monte Carlo, Gaussian processes, Batch processes
71Jarno Vanhatalo, Aki Vehtari Sparse Log Gaussian Processes via MCMC for Spatial Epidemiology. Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
59Neil D. Lawrence, Anton Schwaighofer, Joaquin Quiñonero Candela (eds.) Gaussian Processes in Practice, Bletchley Park, Bletchley, UK, June 12-13, 2006 Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
59Simon Rogers, Mark A. Girolami Multi-class Semi-supervised Learning with the e-truncated Multinomial Probit Gaussian Process. Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
59Tobias Jung 0001, Daniel Polani Learning RoboCup-Keepaway with Kernels. Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
59Kim Steenstrup Pedersen, Marco Loog, Pieter van Dorst Salient Point and Scale Detection by Minimum Likelihood. Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
59Cédric Archambeau, Dan Cornford, Manfred Opper, John Shawe-Taylor Gaussian Process Approximations of Stochastic Differential Equations. Search on Bibsonomy Gaussian Processes in Practice The full citation details ... 2007 DBLP  BibTeX  RDF
53Kurt Driessens, Jan Ramon, Thomas Gärtner Graph kernels and Gaussian processes for relational reinforcement learning. Search on Bibsonomy Machine Learning The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Reinforcement learning, Gaussian processes, Relational learning, Graph kernels
42Fidel Aznar Gregori, Francisco Antonio Pujol López, Mar Pujol López, Ramón Rizo Using Gaussian Processes in Bayesian Robot Programming. Search on Bibsonomy IWANN (2) The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Machine Learning, Gaussian Processes, Robot Navigation, Bayesian Programming
36Waleed M. Azmy, Neamat El Gayar, Amir F. Atiya, Hisham El-Shishiny MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction. Search on Bibsonomy MCS The full citation details ... 2009 DBLP  DOI  BibTeX  RDF NN3 data, Wilcoxon, diversity, MLP, Gaussian Processes, Time series prediction, Negative Correlation Learning
36Stefano Giordano, Massimiliano Gubinelli, Michele Pagano Rare Events of Gaussian Processes: A Performance Comparison Between Bridge Monte-Carlo and Importance Sampling. Search on Bibsonomy NEW2AN The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Most Likely Path, Bridge Monte-Carlo, Importance Sampling, Gaussian Processes, Rare Event Simulation
36Christopher Tay Meng Keat, Christian Laugier Modelling Smooth Paths Using Gaussian Processes. Search on Bibsonomy FSR The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
34Sebastian Jaimungal, Eddie K. H. Ng Kernel-Based Copula Processes. Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Heteroskedasticity, Financial Derivatives, Risk Management, Kernel Methods, Maximum Likelihood Estimation, Time-Series Analysis, Gaussian Processes, Copula
31Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao Bayesian Online Multitask Learning of Gaussian Processes. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2010 DBLP  DOI  BibTeX  RDF multitask learning, mixed effects model, pharmacokinetic data, Collaborative filtering, Kalman filtering, regularization, kernel methods, Gaussian processes
31Michael A. Osborne, Stephen J. Roberts, Alex Rogers, Sarvapali D. Ramchurn, Nicholas R. Jennings Towards Real-Time Information Processing of Sensor Network Data Using Computationally Efficient Multi-output Gaussian Processes. Search on Bibsonomy IPSN The full citation details ... 2008 DBLP  DOI  BibTeX  RDF sensor network, Gaussian processes, information processing
31Yang Song, Lu Zhang 0007, C. Lee Giles A sparse gaussian processes classification framework for fast tag suggestions. Search on Bibsonomy CIKM The full citation details ... 2008 DBLP  DOI  BibTeX  RDF gaussian processes, prototype selection, tagging system, multi-label classification
31Christopher K. I. Williams, David Barber Bayesian Classification With Gaussian Processes. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 1998 DBLP  DOI  BibTeX  RDF hybrid Monte Carlo, Markov chain Monte Carlo, Gaussian processes, Bayesian classification, classification problems, parameter uncertainty
28Thomas Gärtner, Kurt Driessens, Jan Ramon Graph Kernels and Gaussian Processes for Relational Reinforcement Learning. Search on Bibsonomy ILP The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
28A. B. Dieker Reduced-Load Equivalence for Queues with Gaussian Input. Search on Bibsonomy Queueing Syst. The full citation details ... 2005 DBLP  DOI  BibTeX  RDF extremes, large deviations, Gaussian processes, regular variation, ruin probabilities
26Preston D. Frazier, Mohamed F. Chouikha Effective Parametric Estimation of Non-Gaussian Autoregressive Moving Average Processes Exhibiting Noise with Impulses. Search on Bibsonomy VLSI Signal Processing The full citation details ... 2006 DBLP  DOI  BibTeX  RDF non-Gaussian processes, impulse effect, autoregressive moving average models, stochastic noise
25John Guiver, Edward Snelson Learning to rank with SoftRank and Gaussian processes. Search on Bibsonomy SIGIR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF information retrieval, learning, ranking, Gaussian process
24A. B. Dieker, Michel Mandjes Fast simulation of overflow probabilities in a queue with Gaussian input. Search on Bibsonomy ACM Trans. Model. Comput. Simul. The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Asymptotic efficiency, queueing theory, importance sampling, large deviations, Gaussian processes, overflow probability
24Andreas Krause 0001, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg Near-optimal sensor placements: maximizing information while minimizing communication cost. Search on Bibsonomy IPSN The full citation details ... 2006 DBLP  DOI  BibTeX  RDF spatial monitoring, sensor networks, approximation algorithms, theory, information, communication cost, gaussian processes, sensor placement, link quality
24Monika Gall, Ryszard Kutner, Wojciech Wesela The Proof and Illustration of the Central Limit Theorem by Brownian Numerical Experiments in Real Time within the Java Applet. Search on Bibsonomy International Conference on Computational Science The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
23Alexander Hüntemann, Eric Demeester, Marnix Nuttin, Hendrik Van Brussel Online user modeling with Gaussian Processes for Bayesian plan recognition during power-wheelchair steering. Search on Bibsonomy IROS The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
23Ashish Kapoor, Kristen Grauman, Raquel Urtasun, Trevor Darrell Active Learning with Gaussian Processes for Object Categorization. Search on Bibsonomy ICCV The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
23Jun Morimoto, Christopher G. Atkeson, Gen Endo, Gordon Cheng Improving humanoid locomotive performance with learnt approximated dynamics via Gaussian processes for regression. Search on Bibsonomy IROS The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
23Yatong Zhou, Taiyi Zhang, Xiaohe Li Prediction of Chaotic Time Series Based on Multi-scale Gaussian Processes. Search on Bibsonomy IDEAL The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
23Yatong Zhou, Taiyi Zhang, Xiaohe Li Predicting Nonstationary Time Series with Multi-scale Gaussian Processes Model. Search on Bibsonomy ICONIP (1) The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
23Ashish Kapoor, Hyungil Ahn, Rosalind W. Picard Mixture of Gaussian Processes for Combining Multiple Modalities. Search on Bibsonomy Multiple Classifier Systems The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
23Virginia Giorno, Amelia G. Nobile, Enrica Pirozzi Upcrossing First Passage Times for Correlated Gaussian Processes. Search on Bibsonomy EUROCAST The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
21Mikkel N. Schmidt Function factorization using warped Gaussian processes. Search on Bibsonomy ICML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
21Neil D. Lawrence, Raquel Urtasun Non-linear matrix factorization with Gaussian processes. Search on Bibsonomy ICML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
21Matthew Lilley, Marcus R. Frean Neural Networks: A Replacement for Gaussian Processes? Search on Bibsonomy IDEAL The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
21Shigeyuki Oba, Masa-aki Sato, Shin Ishii On-Line Learning Methods for Gaussian Processes. Search on Bibsonomy ICANN The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
20Jus Kocijan, Roderick Murray-Smith Nonlinear Predictive Control with a Gaussian Process Model. Search on Bibsonomy European Summer School on Multi-AgentControl The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
19Roman Garnett, Michael A. Osborne, Stephen J. Roberts Bayesian optimization for sensor set selection. Search on Bibsonomy IPSN The full citation details ... 2010 DBLP  DOI  BibTeX  RDF sampling design, spatial learning, sensor networks, global optimization, experimental design, Gaussian processes, Bayesian methods, sensor selection
19Michael A. Osborne, Roman Garnett, Stephen J. Roberts Active Data Selection for Sensor Networks with Faults and Changepoints. Search on Bibsonomy AINA The full citation details ... 2010 DBLP  DOI  BibTeX  RDF active data selection, changepoint detection, sensor networks, fault detection, Gaussian processes, time-series prediction, Bayesian methods, sensor selection
19Cyrill Stachniss, Christian Plagemann, Achim J. Lilienthal Learning gas distribution models using sparse Gaussian process mixtures. Search on Bibsonomy Auton. Robots The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Gas distribution modeling, Gas sensing, Mixture models, Gaussian processes
19Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Kevin P. Murphy An experimental investigation of model-based parameter optimisation: SPO and beyond. Search on Bibsonomy GECCO The full citation details ... 2009 DBLP  DOI  BibTeX  RDF sequential experimental design, active learning, gaussian processes, parameter tuning, noisy optimization
19Hongwei Li, Yi Wu 0001, Hanqing Lu Visual Tracking Using Particle Filters with Gaussian Process Regression. Search on Bibsonomy PSIVT The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Particle Degeneracy, Particle Filter, Visual Tracking, Gaussian Processes
19Krzysztof Debicki, Michel Mandjes Traffic with an fBm Limit: Convergence of the Stationary Workload Process. Search on Bibsonomy Queueing Syst. The full citation details ... 2004 DBLP  DOI  BibTeX  RDF on-off sources, heavy-traffic environment, Gaussian processes, fractional Brownian motion, weak convergence
19Keith Grochow, Steven L. Martin, Aaron Hertzmann, Zoran Popovic Style-based inverse kinematics. Search on Bibsonomy ACM Trans. Graph. The full citation details ... 2004 DBLP  DOI  BibTeX  RDF non-linear dimensionality reduction, style interpolation, machine learning, Character animation, Inverse Kinematics, Gaussian Processes, motion style
19Do Young Eun, Ness B. Shroff A measurement-analytic approach for QoS estimation in a network based on the dominant time scale. Search on Bibsonomy IEEE/ACM Trans. Netw. The full citation details ... 2003 DBLP  DOI  BibTeX  RDF dominant time scale (DTS), measurements, Gaussian processes, stopping criterion, overflow probability
19Volker Tresp The generalized Bayesian committee machine. Search on Bibsonomy KDD The full citation details ... 2000 DBLP  DOI  BibTeX  RDF combining estimators, kernel-based systems, data mining, support vector machines, Gaussian processes, committee machines
19Feng Chen 0018, Zheng Gao, John D. Villasenor A lattice vector quantizer for generalized Gaussian sources. Search on Bibsonomy ICIP The full citation details ... 1995 DBLP  DOI  BibTeX  RDF Lena image, generalized Gaussian sources, fixed-rate lattice vector quantizer, contour of constant probability, integer lattice, optimal boundary gains, GG sources, low-complexity techniques, optimal codevector search, quantization process, optimisation, image coding, search problems, rate control, table lookup, enumeration, dimension, Gaussian processes, vector quantisation, rate distortion theory, lattice theory, lookup tables, shape parameter
19Paul W. Fieguth, William W. Irving, Alan S. Willsky Multiresolution model development for overlapping trees via canonical correlation analysis. Search on Bibsonomy ICIP The full citation details ... 1995 DBLP  DOI  BibTeX  RDF overlapping trees, multiscale stochastic models, Gaussian random processes, scale recursive dynamics, fast statistically optimal algorithm, tree nodes, estimation algorithm, optimal estimation results, error covariance information, statistics, image representation, trees (mathematics), error analysis, image resolution, Gaussian processes, random processes, estimation theory, multiresolution model, correlation methods, canonical correlation analysis, covariance analysis, multiscale representations, image pixel, image domain
19José M. N. Leitão, Mário A. T. Figueiredo Interferometric image reconstruction as a nonlinear Bayesian estimation problem. Search on Bibsonomy ICIP The full citation details ... 1995 DBLP  DOI  BibTeX  RDF light interferometry, nonlinear Bayesian estimation problem, interferometric image reconstruction, 2D absolute phase estimation problem, phase image, Gauss Markov random field, iterated conditional modes algorithm, nonlinear stochastic absolute phase estimation, interferometric synthetic aperture radar, optical interferometry, diffraction tomography, noisy in-phase sine images, quadrature images, sine images, cosine images, image reconstruction, Markov processes, iterative methods, magnetic resonance imaging, Bayes methods, synthetic aperture radar, Gaussian processes, random processes, tomography, biomedical NMR, phase estimation
19Hiroshi Ito, Nariman Farvardin A wavelet video coder using entropy-constrained trellis coded quantization. Search on Bibsonomy ICIP The full citation details ... 1995 DBLP  DOI  BibTeX  RDF wavelet video coder, entropy constrained trellis coded quantization, interframe prediction errors, subband data, switching mechanism, interframe coding, intraframe coding, symmetric codebooks, subband signals, generalized Gaussian source, output rate, feedback quantization control, fixed rate system, wavelet transforms, image sequences, image sequence, video coding, motion compensation, motion compensation, simulation results, video sequence, Gaussian processes, frequency domain, rate distortion theory, entropy codes, codec, prediction theory, video codecs, rate distortion performance, quantisation (signal), macroblock, trellis codes
18Charalambos D. Charalambous, Christos K. Kourtellaris, Themistoklis Charalambous A General Coding Scheme for Signaling Gaussian Processes Over Gaussian Decision Models. Search on Bibsonomy SPAWC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
18Hannes Nickisch, Arno Solin, Alexander Grigorevskiy State Space Gaussian Processes with Non-Gaussian Likelihood. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
18Maria Bauzá, Alberto Rodriguez GP-SUM. Gaussian Processes Filtering of non-Gaussian Beliefs. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
18Lianfang Cai, Xuemin Tian, Sheng Chen 0001 Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
18Chiwoo Park, Jianhua Z. Huang Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
18Ana-Maria Simionovici, Alexandru-Adrian Tantar, Pascal Bouvry, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Loic Didelot VoIP Traffic Modelling Using Gaussian Mixture Models, Gaussian Processes and Interactive Particle Algorithms. Search on Bibsonomy GLOBECOM Workshops The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
18Seth R. Flaxman, Andrew Gordon Wilson, Daniel B. Neill, Hannes Nickisch, Alexander J. Smola Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
18Yunfei Xu, Jongeun Choi Spatial prediction with mobile sensor networks using Gaussian processes with built-in Gaussian Markov random fields. Search on Bibsonomy Automatica The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
18Amin G. Jaffer, Someshwar C. Gupta Coupled detection- estimation of Gaussian processes in Gaussian noise. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 1972 DBLP  DOI  BibTeX  RDF
17Leslie Ikemoto, Okan Arikan, David A. Forsyth Generalizing motion edits with Gaussian processes. Search on Bibsonomy ACM Trans. Graph. The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Artist-guided content creation, controllable motion editing
17Tamara Polajnar, Simon Rogers, Mark A. Girolami Classification of Protein Interaction Sentences via Gaussian Processes. Search on Bibsonomy PRIB The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
17Fernando Pérez-Cruz, Juan José Murillo-Fuentes, Sebastian Caro Nonlinear Channel Equalization With Gaussian Processes for Regression. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Chiara Fulgenzi, Christopher Tay, Anne Spalanzani, Christian Laugier Probabilistic navigation in dynamic environment using Rapidly-exploring Random Trees and Gaussian processes. Search on Bibsonomy IROS The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Hang Zhou 0005, David Suter Improving Gaussian processes classification by spectral data reorganizing. Search on Bibsonomy ICPR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Hang Zhou 0005, Liang Wang 0001, David Suter Human motion recognition using Gaussian Processes classification. Search on Bibsonomy ICPR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Hang Zhou 0005, David Suter Improved building detection by Gaussian processes classification via feature space rescale and spectral kernel selection. Search on Bibsonomy CVPR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Marcus R. Frean, Phillip Boyle Using Gaussian Processes to Optimize Expensive Functions. Search on Bibsonomy Australasian Conference on Artificial Intelligence The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Andreas Krause 0001, Carlos Guestrin Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. Search on Bibsonomy ICML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
17Hyun-Chul Kim, Jaewook Lee 0001 Pseudo-density Estimation for Clustering with Gaussian Processes. Search on Bibsonomy ISNN (1) The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
17Liefeng Bo, Ling Wang 0003, Licheng Jiao Sparse Gaussian Processes Using Backward Elimination. Search on Bibsonomy ISNN (1) The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
17Elvira Di Nardo, Amelia G. Nobile, Enrica Pirozzi, Luigi M. Ricciardi Gaussian Processes and Neuronal Modeling. Search on Bibsonomy IWINAC (1) The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
17Kai Yu 0001, Volker Tresp, Anton Schwaighofer Learning Gaussian processes from multiple tasks. Search on Bibsonomy ICML The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
17Carlos Guestrin, Andreas Krause 0001, Ajit Paul Singh Near-optimal sensor placements in Gaussian processes. Search on Bibsonomy ICML The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
17Wei Chu, Zoubin Ghahramani Preference learning with Gaussian processes. Search on Bibsonomy ICML The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
17Mohammed El-Beltagy, W. Andy Wright Gaussian Processes for Model Fusion. Search on Bibsonomy ICANN The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
17Ezio Bartocci, Luca Bortolussi, Tomás Brázdil, Dimitrios Milios, Guido Sanguinetti Policy learning in continuous-time Markov decision processes using Gaussian Processes. Search on Bibsonomy Perform. Eval. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
17Matteo Turchetta, Felix Berkenkamp, Andreas Krause 0001 Safe Exploration in Finite Markov Decision Processes with Gaussian Processes. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
17Matteo Turchetta, Felix Berkenkamp, Andreas Krause 0001 Safe Exploration in Finite Markov Decision Processes with Gaussian Processes. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
17Alisa Kirichenko, Harry van Zanten Optimality of Poisson processes intensity learning with Gaussian processes. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2015 DBLP  BibTeX  RDF
17Yves-Laurent Kom Samo, Stephen J. Roberts Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
17Amar Shah, Andrew Gordon Wilson, Zoubin Ghahramani Student-t Processes as Alternatives to Gaussian Processes. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
17Amar Shah, Andrew Gordon Wilson, Zoubin Ghahramani Student-t Processes as Alternatives to Gaussian Processes. Search on Bibsonomy AISTATS The full citation details ... 2014 DBLP  BibTeX  RDF
17Friedrich Liese Hellinger Integrals, Error Probabilities, and Contiguity of Gaussian Processes with Independent Increments and Poisson Processes. Search on Bibsonomy Elektronische Informationsverarbeitung und Kybernetik The full citation details ... 1985 DBLP  BibTeX  RDF
17Duy Nguyen-Tuong, Jan Peters 0001 Local Gaussian process regression for real-time model-based robot control. Search on Bibsonomy IROS The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
17Peter Sollich, Christopher K. I. Williams Understanding Gaussian Process Regression Using the Equivalent Kernel. Search on Bibsonomy Deterministic and Statistical Methods in Machine Learning The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
15Ashish D. Deshpande, Jonathan Ko, Dieter Fox, Yoky Matsuoka Anatomically correct testbed hand control: Muscle and joint control strategies. Search on Bibsonomy ICRA The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
13Julien Villemonteix, Emmanuel Vázquez, Maryan Sidorkiewicz, Eric Walter Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria. Search on Bibsonomy J. Global Optimization The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Expected improvement, Global optimization, Kriging
13Shrihari Vasudevan, Fabio T. Ramos, Eric Nettleton, Hugh F. Durrant-Whyte, Allan Blair Gaussian Process modeling of large scale terrain. Search on Bibsonomy ICRA The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
13Marc Peter Deisenroth, Marco F. Huber, Uwe D. Hanebeck Analytic moment-based Gaussian process filtering. Search on Bibsonomy ICML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
13Ahmed H. Abdel-Gawad, Amir F. Atiya A new accurate approximation for the Gaussian process classification problem. Search on Bibsonomy IJCNN The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
13Ryan Prescott Adams, Oliver Stegle Gaussian process product models for nonparametric nonstationarity. Search on Bibsonomy ICML The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
13Alessandro Bissacco, Alessandro Chiuso, Stefano Soatto Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Non-minimum Phase, Hammerstein models, Optimal Transport, Wasserstein models, Non-Gaussian models, Learning, Time Series, Kernel, Distance, System Identification, Higher-Order Statistics, Blind Deconvolution
13Stéphane Boucheron, Elisabeth Gassiat Error exponents for AR order testing. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
13Margarita Osadchy, Michael Lindenbaum, David W. Jacobs Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination. Search on Bibsonomy ECCV (4) The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
12Alexandre Capone, Sandra Hirche Backstepping for Partially Unknown Nonlinear Systems Using Gaussian Processes. Search on Bibsonomy IEEE Control Systems Letters The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
12Gaofei Yin, Aleixandre Verger, Yonghua Qu, Wei Zhao 0012, Baodong Xu, Yelu Zeng, Ke Liu, Jing Li 0019, Qinhuo Liu Retrieval of High Spatiotemporal Resolution Leaf Area Index with Gaussian Processes, Wireless Sensor Network, and Satellite Data Fusion. Search on Bibsonomy Remote Sensing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
12Utsav B. Gewali, Sildomar T. Monteiro, Eli Saber Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth. Search on Bibsonomy Remote Sensing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
12Pablo Ruiz 0002, Pablo Morales-Alvarez, Rafael Molina 0001, Aggelos K. Katsaggelos Learning from crowds with variational Gaussian processes. Search on Bibsonomy Pattern Recognition The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
12Hossein Mohammadi, Peter G. Challenor, Marc Goodfellow Emulating dynamic non-linear simulators using Gaussian processes. Search on Bibsonomy Computational Statistics & Data Analysis The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
12Yan Wang 0043, Shi-Meng Yuan, Dan Ling, Yu-Bo Zhao, Xiaoguang Gu, Bo-Yi Li Fault Monitoring Based on Adaptive Partition Non-Negative Matrix Factorization for Non-Gaussian Processes. Search on Bibsonomy IEEE Access The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
12Tingting Zhu, Glen Wright Colopy, Glenn H. MacEwen, Katherine E. Niehaus, Yang Yang, Chris W. Pugh, David A. Clifton Patient-Specific Physiological Monitoring and Prediction Using Structured Gaussian Processes. Search on Bibsonomy IEEE Access The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
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