Christopher J. C. Burges

53 papers A* 9A 3B 1Misc 1Journal 14Unranked 20
YearRankTypeTitle / Venue / Authors
2016 J jnl
A Base Camp for Scaling AI.
CoRR
Christopher J. C. Burges, Ted Hart, Zi Yang, Silviu-Petru Cucerzan, Ryen W. White, Andrzej Pastusiak, Julia Lewis
2014 J jnl
Relations World: A Possibilistic Graphical Model.
CoRR
Christopher J. C. Burges, Erin Renshaw, Andrzej Pastusiak
2013 — ed.
Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States.
NIPS
Christopher J. C. Burges, Léon Bottou, Zoubin Ghahramani, Kilian Q. Weinberger
2013 A* conf
Animacy Detection with Voting Models.
EMNLP
Joshua L. Moore, Christopher J. C. Burges, Erin Renshaw, Wen-tau Yih
2013 J jnl
Classifier selection using the predicate depth.
J. Mach. Learn. Res.
Ran Gilad-Bachrach, Christopher J. C. Burges
2013 A* conf
MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text.
EMNLP
Matthew Richardson, Christopher J. C. Burges, Erin Renshaw
2013 — conf
The Median Hypothesis.
Empirical Inference
Ran Gilad-Bachrach, Christopher J. C. Burges
2012 — conf
A Challenge Set for Advancing Language Modeling.
WLM@NAACL-HLT
Geoffrey Zweig, Christopher J. C. Burges
2012 — ed.
Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.
NIPS
Peter L. Bartlett, Fernando C. N. Pereira, Christopher J. C. Burges, Léon Bottou, Kilian Q. Weinberger
2012 — conf
Computational Approaches to Sentence Completion.
ACL (1)
Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu
2012 A conf
Learning from mistakes: towards a correctable learning algorithm.
CIKM
Karthik Raman, Krysta M. Svore, Ran Gilad-Bachrach, Christopher J. C. Burges
2011 — conf
Learning to Rank Using an Ensemble of Lambda-Gradient Models.
Yahoo! Learning to Rank Challenge
Christopher J. C. Burges, Krysta M. Svore, Paul N. Bennett, Andrzej Pastusiak, Qiang Wu
2011 A* conf
Learning to rank with multiple objective functions.
WWW
Krysta M. Svore, Maksims Volkovs, Christopher J. C. Burges
2010 J jnl
Adapting boosting for information retrieval measures.
Inf. Retr.
Qiang Wu, Christopher J. C. Burges, Krysta M. Svore, Jianfeng Gao
2010 J jnl
Dimension Reduction: A Guided Tour.
Found. Trends Mach. Learn.
Christopher J. C. Burges
2010 — ch.
Geometric Methods for Feature Extraction and Dimensional Reduction - A Guided Tour.
Data Mining and Knowledge Discovery Handbook
Christopher J. C. Burges
2009 A conf
A machine learning approach for improved BM25 retrieval.
CIKM
Krysta M. Svore, Christopher J. C. Burges
2009 A* conf
On the local optimality of LambdaRank.
SIGIR
Pinar Donmez, Krysta M. Svore, Christopher J. C. Burges
2008 A* conf
Using Signals of Human Interest to Enhance Single-document Summarization.
AAAI
Krysta M. Svore, Lucy Vanderwende, Christopher J. C. Burges
2007 — conf
Enhancing Single-Document Summarization by Combining RankNet and Third-Party Sources.
EMNLP-CoNLL
Krysta M. Svore, Lucy Vanderwende, Christopher J. C. Burges
2007 — conf
McRank: Learning to Rank Using Multiple Classification and Gradient Boosting.
NIPS
Ping Li, Christopher J. C. Burges, Qiang Wu
2007 A* conf
Spectral clustering and transductive learning with multiple views.
ICML
Dengyong Zhou, Christopher J. C. Burges
2006 — conf
Learning to Rank with Nonsmooth Cost Functions.
NIPS
Christopher J. C. Burges, Robert Ragno, Quoc Viet Le
2006 — ch.
Semi-Supervised Learning with Conditional Harmonic Mixing.
Semi-Supervised Learning
Christopher J. C. Burges, John C. Platt
2005 — ch.
Geometric Methods for Feature Extraction and Dimensional Reduction - A Guided Tour.
The Data Mining and Knowledge Discovery Handbook
Christopher J. C. Burges
2005 — conf
Inferring similarity between music objects with application to playlist generation.
Multimedia Information Retrieval
Robert Ragno, Christopher J. C. Burges, Cormac Herley
2005 A* conf
Learning to rank using gradient descent.
ICML
Christopher J. C. Burges, Tal Shaked, Erin Renshaw, Ari Lazier, Matt Deeds, Nicole Hamilton, Gregory N. Hullender
2005 — conf
Using audio fingerprinting for duplicate detection and thumbnail generation.
ICASSP (3)
Christopher J. C. Burges, Dan Plastina, John C. Platt, Erin Renshaw, Henrique S. Malvar
2004 A conf
Convolutional networks for speech detection.
INTERSPEECH
Somsak Sukittanon, Arun C. Surendran, John C. Platt, Christopher J. C. Burges
2004 — conf
Redundant Bit Vectors for Quickly Searching High-Dimensional Regions.
Deterministic and Statistical Methods in Machine Learning
Jonathan Goldstein, John C. Platt, Christopher J. C. Burges
2003 J jnl
Distortion discriminant analysis for audio fingerprinting.
IEEE Trans. Speech Audio Process.
Christopher J. C. Burges, John C. Platt, Soumya Jana
2003 A* conf
Identifying audio clips with
ACM Multimedia
Christopher J. C. Burges, John C. Platt, Jonathan Goldstein
2003 — conf
Image compression with on-line and off-line learning.
ICIP (2)
Patrice Y. Simard, Christopher J. C. Burges, David Steinkraus, Henrique S. Malvar
2003 — conf
Some Notes on Applied Mathematics for Machine Learning.
Advanced Lectures on Machine Learning
Christopher J. C. Burges
2003 J jnl
Uniqueness theorems for kernel methods.
Neurocomputing
Christopher J. C. Burges, David J. Crisp
2002 Misc conf
Extracting noise-robust features from audio data.
ICASSP
Christopher J. C. Burges, John C. Platt, Soumya Jana
2001 B conf
Improving Wavelet Compression with Neural Networks.
Data Compression Conference
Christopher J. C. Burges, Patrice Y. Simard, Henrique S. Malvar
2001 — conf
Learning a Gaussian Process Prior for Automatically Generating Music Playlists.
NIPS
John C. Platt, Christopher J. C. Burges, Steven Swenson, Christopher Weare, Alice Zheng
1999 — conf
A Geometric Interpretation of v-SVM Classifiers.
NIPS
David J. Crisp, Christopher J. C. Burges
1999 J jnl
Input space versus feature space in kernel-based methods.
IEEE Trans. Neural Networks
Bernhard Schölkopf, Sebastian Mika, Christopher J. C. Burges, Phil Knirsch, Klaus-Robert Müller, Gunnar Rätsch, Alexander J. Smola
1999 — conf
Uniqueness of the SVM Solution.
NIPS
Christopher J. C. Burges, David J. Crisp
1998 J jnl
A Tutorial on Support Vector Machines for Pattern Recognition.
Data Min. Knowl. Discov.
Christopher J. C. Burges
1997 J jnl
Comparing support vector machines with Gaussian kernels to radial basis function classifiers.
IEEE Trans. Signal Process.
Bernhard Schölkopf, Kah Kay Sung, Christopher J. C. Burges, Federico Girosi, Partha Niyogi, Tomaso A. Poggio, Vladimir Vapnik
1996 — conf
Improving the Accuracy and Speed of Support Vector Machines.
NIPS
Christopher J. C. Burges, Bernhard Schölkopf
1996 A* conf
Simplified Support Vector Decision Rules.
ICML
Christopher J. C. Burges
1996 — conf
Support Vector Regression Machines.
NIPS
Harris Drucker, Christopher J. C. Burges, Linda Kaufman, Alexander J. Smola, Vladimir Vapnik
1995 — conf
Analysis of complex and noisy check images.
ICIP (3)
Hans Peter Graf, Christopher J. C. Burges, Eric Cosatto, Craig R. Nohl
1995 J jnl
LeRec: a NN/HMM hybrid for on-line handwriting recognition.
Neural Comput.
Yoshua Bengio, Yann LeCun, Craig R. Nohl, Christopher J. C. Burges
1993 J jnl
Off Line Recognition of Handwritten Postal Words Using Neural Networks.
Int. J. Pattern Recognit. Artif. Intell.
Christopher J. C. Burges, Jan Ben, John S. Denker, Yann LeCun, Craig R. Nohl
1992 J jnl
Reading Handwritten Digits: A ZIP Code Recognition System.
Computer
Ofer Matan, Henry S. Baird, Jane Bromley, Christopher J. C. Burges, John S. Denker, Lawrence D. Jackel, Yann LeCun, Edwin P. D. Pednault, William Satterfield, Charles E. Stenard, Timothy J. Thompson
1991 — conf
A neural network approach to handprint character recognition.
Compcon
Lawrence D. Jackel, Charles E. Stenard, Henry S. Baird, Bernhard E. Boser, Jane Bromley, Christopher J. C. Burges, John S. Denker, Hans Peter Graf, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard, Yann LeCun, Ofer Matan, Edwin P. D. Pednault, William Satterfield, Eduard Säckinger, Timothy J. Thompson
1991 — conf
Multi-Digit Recognition Using a Space Displacement Neural Network.
NIPS
Ofer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker
1987 J jnl
Buoyant Mixtures of Cellular Automaton Gases.
Complex Syst.
Christopher J. C. Burges, Stéphane Zaleski