Ralf Herbrich

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	All	Since 2019
Citations	18028	6756
h-index	59	39
i10-index	128	77

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Thore GraepelGlobal Lead Computational Science, AI & ML at Altos Labs and Chair of Machine Learning, UCLVerified email at ucl.ac.uk
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Alex SmolaBoson AIVerified email at smola.org
Klaus ObermayerProfessor, Fakultät IV - Electrical Engineering and Computer Science, Technische Universität BerlinVerified email at tu-berlin.de
Arthur GrettonGatsby Computational Neuroscience Unit and Google DeepmindVerified email at gatsby.ucl.ac.uk
Joaquin Quiñonero CandelaOpenAIVerified email at openai.com
Jurgen Van GaelStripeVerified email at stripe.com
Tom MinkaSenior Principal Researcher, Microsoft Research, Cambridge UKVerified email at microsoft.com
Neil D. LawrenceUniversity of CambridgeVerified email at cl.cam.ac.uk
Antoine AtallahAppleVerified email at apple.com
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Matthias SeegerPrincipal Applied Scientist, Amazon, BerlinVerified email at amazon.de
Olivier BousquetGoogleVerified email at m4x.org
Colin CampbellUniversity of BristolVerified email at bris.ac.uk
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Hugo ZaragozaAmazonVerified email at hugo-zaragoza.net
Tauhid ZamanAssociate Professor of Operations Management, Yale School of Management, Massachusetts Institute ofVerified email at yale.edu
Gjergji KasneciProfessor at the Technical University of MunichVerified email at tum.de
Shivani AgarwalUniversity of PennsylvaniaVerified email at seas.upenn.edu
Yoram BachrachDeepMindVerified email at google.com

Ralf Herbrich

Hasso Plattner Institute

Verified email at hpi.de - Homepage

Machine Learning Statistics Ranking Learning Theory Distributed Systems


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A generalized representer theorem B Schölkopf, R Herbrich, AJ Smola International conference on computational learning theory, 416-426, 2001	2323	2001
Large margin rank boundaries for ordinal regression R Herbrich, T Graepel, K Obermayer	1472	2000
TrueSkill™: a Bayesian skill rating system R Herbrich, T Minka, T Graepel Advances in neural information processing systems 19, 2006	1089	2006
Practical lessons from predicting clicks on ads at facebook X He, J Pan, O Jin, T Xu, B Liu, T Xu, Y Shi, A Atallah, R Herbrich, ... Proceedings of the eighth international workshop on data mining for online …, 2014	1080	2014
Learning kernel classifiers: theory and algorithms R Herbrich MIT press, 2001	957	2001
Fast sparse Gaussian process methods: The informative vector machine N Lawrence, M Seeger, R Herbrich Advances in neural information processing systems 15, 2002	743	2002
Web-scale bayesian click-through rate prediction for sponsored search advertising in microsoft's bing search engine T Graepel, JQ Candela, T Borchert, R Herbrich Omnipress 27, 13-20, 2010	742	2010
Support vector learning for ordinal regression R Herbrich, T Graepel, K Obermayer IET Digital Library, 1999	583	1999
Kernel methods for measuring independence. A Gretton, R Herbrich, A Smola, O Bousquet, B Schölkopf, A Hyvärinen Journal of Machine Learning Research 6 (12), 2005	473	2005
Assessing Approximate Inference for Binary Gaussian Process Classification. M Kuss, CE Rasmussen, R Herbrich Journal of machine learning research 6 (10), 2005	419	2005
Matchbox: large scale online bayesian recommendations DH Stern, R Herbrich, T Graepel Proceedings of the 18th international conference on World wide web, 111-120, 2009	367	2009
Bayes point machines R Herbrich, T Graepel, C Campbell Journal of Machine Learning Research 1 (Aug), 245-279, 2001	339	2001
Predicting information spreading in twitter TR Zaman, R Herbrich, J Van Gael, D Stern Workshop on computational social science and the wisdom of crowds, nips 104 …, 2010	324	2010
Generalization Bounds for the Area Under the ROC Curve. S Agarwal, T Graepel, R Herbrich, S Har-Peled, D Roth, MI Jordan Journal of Machine Learning Research 6 (4), 2005	314	2005
Classification on pairwise proximity data T Graepel, R Herbrich, P Bollmann-Sdorra, K Obermayer Advances in neural information processing systems 11, 1998	227	1998
The perceptron algorithm with uneven margins Y Li, H Zaragoza, R Herbrich, J Shawe-Taylor, J Kandola ICML 2, 379-386, 2002	209	2002
Reputation system R Herbrich, T Graepel, D Shaw US Patent 8,374,973, 2013	206	2013
Stereo video for gaming TKH Graepel, A Blake, R Herbrich US Patent 8,094,928, 2012	200	2012
Trueskill through time: Revisiting the history of chess P Dangauthier, R Herbrich, T Minka, T Graepel Advances in neural information processing systems 20, 2007	170	2007
Presenting content items using topical relevance and trending popularity D Stern, R Herbrich, M Shokouhi, TKH Graepel US Patent App. 12/717,109, 2011	146	2011

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