Ralf Herbrich
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
18
Active years
1996–2024
Best venue rank
A*
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic. | Nicolas Alder, Ralf Herbrich |
| 2024 | ICML | Hieros: Hierarchical Imagination on Structured State Space Sequence World Models. | Paul Mattes, Rainer Schlosser, Ralf Herbrich |
| 2017 | WSDM | Machine Learning at Amazon. | Ralf Herbrich |
| 2016 | KDD | Learning Sparse Models at Scale. | Ralf Herbrich |
| 2014 | KDD | Practical Lessons from Predicting Clicks on Ads at Facebook. | Xinran He, Junfeng Pan, Ou Jin, Tianbing Xu, Bo Liu, Tao Xu, Yanxin Shi, Antoine Atallah, Ralf Herbrich, Stuart Bowers, Joaquin Quionero Candela |
| 2013 | KDD | Speeding up large-scale learning with a social prior. | Deepayan Chakrabarti, Ralf Herbrich |
| 2012 | ICWSM | De-Layering Social Networks by Shared Tastes of Friendships. | Laura Dietz, Ben Gamari, John Guiver, Edward Lloyd Snelson, Ralf Herbrich |
| 2012 | KDD | Transparent user models for personalization. | Khalid El-Arini, Ulrich Paquet, Ralf Herbrich, Jurgen Van Gael, Blaise Agera y Arcas |
| 2012 | RecSys | Distributed, real-time bayesian learning in online services. | Ralf Herbrich |
| 2011 | CIKM | Automated feature generation from structured knowledge. | Weiwei Cheng, Gjergji Kasneci, Thore Graepel, David H. Stern, Ralf Herbrich |
| 2011 | CSCW | Sociable killers: understanding social relationships in an online first-person shooter game. | Yan Xu, Xiang Cao, Abigail Sellen, Ralf Herbrich, Thore Graepel |
| 2010 | AAAI | Collaborative Expert Portfolio Management. | David H. Stern, Horst Samulowitz, Ralf Herbrich, Thore Graepel, Luca Pulina, Armando Tacchella |
| 2010 | ICML | Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine. | Thore Graepel, Joaquin Quionero Candela, Thomas Borchert, Ralf Herbrich |
| 2010 | SPIRE | Fingerprinting Ratings for Collaborative Filtering - Theoretical and Empirical Analysis. | Yoram Bachrach, Ralf Herbrich |
| 2009 | KDD | Scalable clustering and keyword suggestion for online advertisements. | Anton Schwaighofer, Joaquin Quionero Candela, Thomas Borchert, Thore Graepel, Ralf Herbrich |
| 2009 | WWW | Matchbox: large scale online bayesian recommendations. | David H. Stern, Ralf Herbrich, Thore Graepel |
| 2009 | SPIRE | Sketching Algorithms for Approximating Rank Correlations in Collaborative Filtering Systems. | Yoram Bachrach, Ralf Herbrich, Ely Porat |
| 2008 | KDD | Large scale data analysis and modelling in online services and advertising. | Thore Graepel, Ralf Herbrich |
| 2007 | ICML | Learning to solve game trees. | David H. Stern, Ralf Herbrich, Thore Graepel |
| 2006 | ICML | Bayesian pattern ranking for move prediction in the game of Go. | David H. Stern, Ralf Herbrich, Thore Graepel |
| 2005 | AISTATS | Kernel Constrained Covariance for Dependence Measurement. | Arthur Gretton, Alexander J. Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Jon Pauls, Bernhard Schlkopf, Nikos K. Logothetis |
| 2005 | AISTATS | Poisson-Networks: A Model for Structured Poisson Processes. | Shyamsundar Rajaram, Thore Graepel, Ralf Herbrich |
| 2003 | ICASSP | The kernel mutual information. | Arthur Gretton, Ralf Herbrich, Alexander J. Smola |
| 2003 | PAKDD | Online Bayes Point Machines. | Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson |
| 2002 | ICML | The Perceptron Algorithm with Uneven Margins. | Yaoyong Li, Hugo Zaragoza, Ralf Herbrich, John Shawe-Taylor, Jaz S. Kandola |
| 2001 | COLT | A Generalized Representer Theorem. | Bernhard Schlkopf, Ralf Herbrich, Alexander J. Smola |
| 2001 | ICANN | Learning on Graphs in the Game of Go. | Thore Graepel, Mike Goutri, Marco Krger, Ralf Herbrich |
| 2000 | COLT | Generalisation Error Bounds for Sparse Linear Classifiers. | Thore Graepel, Ralf Herbrich, John Shawe-Taylor |
| 2000 | COLT | Sparsity vs. Large Margins for Linear Classifiers. | Ralf Herbrich, Thore Graepel, John Shawe-Taylor |
| 2000 | ESANN | Robust Bayes Point Machines. | Ralf Herbrich, Thore Graepel, Colin Campbell |
| 1997 | IJCAI | Unbiased Assesment of Learning Algorithms. | Tobias Scheffer, Ralf Herbrich |
| 1996 | ILP | Efficient Theta-Subsumption Based on Graph Algorithms. | Tobias Scheffer, Ralf Herbrich, Fritz Wysotzki |