Carl Edward Rasmussen

Citado por

	Total	Desde 2019
Citas	61849	34221
Índice h	59	46
Índice i10	88	70

7000

3500

1750

5250

20022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024154 220 219 314 353 611 791 951 1194 1427 1778 2140 2476 2887 3176 3611 4526 5089 5840 6247 6273 6069 4700

Acceso público

Ver todo

15 artículos

0 artículos

disponibles

no disponibles

Basado en requisitos de financiación

Coautores

Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleDirección de correo verificada de eng.cam.ac.uk
Marc DeisenrothUniversity College London and The Alan Turing InstituteDirección de correo verificada de ucl.ac.uk
Joaquin Quiñonero CandelaOpenAIDirección de correo verificada de openai.com
Roderick Murray-SmithProfessor of Computing Science, University of Glasgow, School of Computing ScienceDirección de correo verificada de glasgow.ac.uk
Chris WilliamsProfessor of Machine Learning, University of EdinburghDirección de correo verificada de inf.ed.ac.uk
Hannes NickischPhilips ResearchDirección de correo verificada de philips.com
Jan PetersProfessor for Intelligent Autonomous Systems/TU Darmstadt, Dept. Head/German AI Research Center DFKIDirección de correo verificada de ias.tu-darmstadt.de
Dilan GorurDeepMindDirección de correo verificada de google.com
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHDirección de correo verificada de tuebingen.mpg.de
Lars Kai HansenProfessor, Cognitive Systems, DTU Compute, Technical University of DenmarkDirección de correo verificada de dtu.dk
Roger FrigolaMachine Learning at www.rogerfrigola.comDirección de correo verificada de rogerfrigola.com
Gunnar RätschProfessor, ETH ZürichDirección de correo verificada de inf.ethz.ch
Fabian SinzProfessor for Machine Learning, University GöttingenDirección de correo verificada de cs.uni-goettingen.de
Miguel Lázaro-GredillaResearch @ Google DeepMind. Ex VP of research @ Vicarious AI.Dirección de correo verificada de deepmind.com
Robert C. WilliamsonUniversity of TübingenDirección de correo verificada de uni-tuebingen.de
Samy BengioSenior Director, AI and Machine Learning Research, AppleDirección de correo verificada de apple.com
Cheng Soon OngData61, CSIRO, CanberraDirección de correo verificada de anu.edu.au
Geoffrey HintonEmeritus Prof. Computer Science, University of TorontoDirección de correo verificada de cs.toronto.edu
Volker TrespLudwig-Maximilians-Universität München (LMU Munich)Dirección de correo verificada de dbs.ifi.lmu.de

Seguir

Carl Edward Rasmussen

Professor of Machine Learning, University of Cambridge

Dirección de correo verificada de cam.ac.uk - Página principal

Gaussian processes Bayesian inference machine learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Gaussian processes in machine learning CE Rasmussen Summer school on machine learning, 63-71, 2003	34985	2003
The infinite hidden Markov model MJ Beal, Z Ghahramani, CE Rasmussen Advances in neural information processing systems 14, 577-584, 2002	2704*	2002
A unifying view of sparse approximate Gaussian process regression J Quiñonero-Candela, CE Rasmussen The Journal of Machine Learning Research 6, 1939-1959, 2005	2577	2005
PILCO: A model-based and data-efficient approach to policy search M Deisenroth, CE Rasmussen Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011	2035	2011
Gaussian processes for regression CKI Williams, CE Rasmussen Advances in Neural Processing Systems 8, 514 - 520, 1996	1927	1996
The infinite Gaussian mixture model CE Rasmussen Advances in neural information processing systems 12, 554-560, 2000	1848	2000
Gaussian processes for machine learning (GPML) toolbox CE Rasmussen, H Nickisch The Journal of Machine Learning Research 11, 3011-3015, 2010	1268	2010
Gaussian Processes for Data-Efficient Learning in Robotics and Control M Deisenroth, D Fox, C Rasmussen IEEE Transactions on Pattern Analysis and Machine Intelligence 37, 408-423, 2015	860	2015
Infinite mixtures of Gaussian process experts CE Rasmussen, Z Ghahramani Advances in neural information processing systems 14 2, 881-888, 2002	671	2002
Evaluation of Gaussian processes and other methods for non-linear regression CE Rasmussen University of Toronto, 1996	667	1996
Gaussian Process priors with uncertain inputs - Application to multiple-step ahead time series forecasting A Girard, CE Rasmussen, J Quinonero-Candela, R Murray-Smith MIT Press, 2003	663*	2003
Sparse spectrum Gaussian process regression M Lázaro-Gredilla, J Quiñonero-Candela, CE Rasmussen, ... The Journal of Machine Learning Research 11, 1865-1881, 2010	600	2010
Gaussian process priors with uncertain inputs: Multiple-step ahead prediction A Girard, CE Rasmussen, R Murray-Smith Delovno porocilo DCS TR-2002-119, University of Glasgow, Glasgow, 2002	590*	2002
Approximations for binary Gaussian process classification H Nickisch, CE Rasmussen Journal of Machine Learning Research 9, 2035-2078, 2008	498	2008
Warped Gaussian processes E Snelson, CE Rasmussen, Z Ghahramani Advances in neural information processing systems 16, 337-344, 2004	469	2004
Additive Gaussian Processes D Duvenaud, H Nickisch, CE Rasmussen Neural Information Processing Systems 24, 226-234, 2012	428	2012
Derivative observations in Gaussian process models of dynamic systems E Solak, R Murray-Smith, WE Leithead, DJ Leith, CE Rasmussen MIT Press, 2003	424	2003
Assessing approximate inference for binary Gaussian process classification M Kuss, CE Rasmussen The Journal of Machine Learning Research 6, 1679-1704, 2005	419	2005
Occam's razor CE Rasmussen, Z Ghahramani Advances in neural information processing systems, 294-300, 2001	409	2001
Bayesian monte Carlo CE Rasmussen, Z Ghahramani Advances in neural information processing systems 15, 489-496, 2003	373*	2003

El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.

Artículos 1–20

Citas por año

Citas duplicadas

Citas combinadas

Añadir coautoresCoautores

Seguir

Citado por

Coautores