Christopher J. C. Burges

Publication Activity (10 Years)

Years Active: 1987-2016
Publications (10 Years): 1

Top Topics

Computational Approaches

Random Selection

Nearest Neighbor Classifier

Language Modeling

Top Venues

Publications

Christopher J. C. Burges, Ted Hart, Zi Yang, Silviu-Petru Cucerzan, Ryen W. White, Andrzej Pastusiak, Julia Lewis
A Base Camp for Scaling AI. CoRR (2016)
Christopher J. C. Burges, Erin Renshaw, Andrzej Pastusiak
Relations World: A Possibilistic Graphical Model. CoRR (2014)
Joshua L. Moore, Christopher J. C. Burges, Erin Renshaw, Wen-tau Yih
Animacy Detection with Voting Models. EMNLP (2013)
Ran Gilad-Bachrach, Christopher J. C. Burges
Classifier selection using the predicate depth. J. Mach. Learn. Res. 14 (1) (2013)
Ran Gilad-Bachrach, Christopher J. C. Burges
The Median Hypothesis. Empirical Inference (2013)
Matthew Richardson, Christopher J. C. Burges, Erin Renshaw
MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text. EMNLP (2013)
Karthik Raman, Krysta M. Svore, Ran Gilad-Bachrach, Christopher J. C. Burges
Learning from mistakes: towards a correctable learning algorithm. CIKM (2012)
Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu
Computational Approaches to Sentence Completion. ACL (1) (2012)
Geoffrey Zweig, Christopher J. C. Burges
A Challenge Set for Advancing Language Modeling. WLM@NAACL-HLT (2012)
Christopher J. C. Burges, Krysta M. Svore, Paul N. Bennett, Andrzej Pastusiak, Qiang Wu
Learning to Rank Using an Ensemble of Lambda-Gradient Models. Yahoo! Learning to Rank Challenge (2011)
Krysta M. Svore, Maksims Volkovs, Christopher J. C. Burges
Learning to rank with multiple objective functions. WWW (2011)
Christopher J. C. Burges
Dimension Reduction: A Guided Tour. Found. Trends Mach. Learn. 2 (4) (2010)
Qiang Wu, Christopher J. C. Burges, Krysta M. Svore, Jianfeng Gao
Adapting boosting for information retrieval measures. Inf. Retr. 13 (3) (2010)
Pinar Donmez, Krysta M. Svore, Christopher J. C. Burges
On the local optimality of LambdaRank. SIGIR (2009)
Krysta M. Svore, Christopher J. C. Burges
A machine learning approach for improved BM25 retrieval. CIKM (2009)
Krysta M. Svore, Lucy Vanderwende, Christopher J. C. Burges
Using Signals of Human Interest to Enhance Single-document Summarization. AAAI (2008)
Dengyong Zhou, Christopher J. C. Burges
Spectral clustering and transductive learning with multiple views. ICML (2007)
Ping Li, Christopher J. C. Burges, Qiang Wu
McRank: Learning to Rank Using Multiple Classification and Gradient Boosting. NIPS (2007)
Krysta M. Svore, Lucy Vanderwende, Christopher J. C. Burges
Enhancing Single-Document Summarization by Combining RankNet and Third-Party Sources. EMNLP-CoNLL (2007)
Christopher J. C. Burges, Robert Ragno, Quoc Viet Le
Learning to Rank with Nonsmooth Cost Functions. NIPS (2006)
Christopher J. C. Burges, Dan Plastina, John C. Platt, Erin Renshaw, Henrique S. Malvar
Using audio fingerprinting for duplicate detection and thumbnail generation. ICASSP (3) (2005)
Robert Ragno, Christopher J. C. Burges, Cormac Herley
Inferring similarity between music objects with application to playlist generation. Multimedia Information Retrieval (2005)
Christopher J. C. Burges, Tal Shaked, Erin Renshaw, Ari Lazier, Matt Deeds, Nicole Hamilton, Gregory N. Hullender
Learning to rank using gradient descent. ICML (2005)
Jonathan Goldstein, John C. Platt, Christopher J. C. Burges
Redundant Bit Vectors for Quickly Searching High-Dimensional Regions. Deterministic and Statistical Methods in Machine Learning (2004)
Somsak Sukittanon, Arun C. Surendran, John C. Platt, Christopher J. C. Burges
Convolutional networks for speech detection. INTERSPEECH (2004)
Christopher J. C. Burges
Some Notes on Applied Mathematics for Machine Learning. Advanced Lectures on Machine Learning (2003)
Christopher J. C. Burges, John C. Platt, Soumya Jana
Distortion discriminant analysis for audio fingerprinting. IEEE Trans. Speech Audio Process. 11 (3) (2003)
Christopher J. C. Burges, John C. Platt, Jonathan Goldstein
. ACM Multimedia (2003)
Christopher J. C. Burges, David J. Crisp
Uniqueness theorems for kernel methods. Neurocomputing 55 (1-2) (2003)
Patrice Y. Simard, Christopher J. C. Burges, David Steinkraus, Henrique S. Malvar
Image compression with on-line and off-line learning. ICIP (2) (2003)
Christopher J. C. Burges, John C. Platt, Soumya Jana
Extracting noise-robust features from audio data. ICASSP (2002)
John C. Platt, Christopher J. C. Burges, Steven Swenson, Christopher Weare, Alice Zheng
Learning a Gaussian Process Prior for Automatically Generating Music Playlists. NIPS (2001)
Christopher J. C. Burges, Patrice Y. Simard, Henrique S. Malvar
Improving Wavelet Compression with Neural Networks. Data Compression Conference (2001)
Bernhard Schölkopf, Sebastian Mika, Christopher J. C. Burges, Phil Knirsch, Klaus-Robert Müller, Gunnar Rätsch, Alexander J. Smola
Input space versus feature space in kernel-based methods. IEEE Trans. Neural Networks 10 (5) (1999)
David J. Crisp, Christopher J. C. Burges
A Geometric Interpretation of v-SVM Classifiers. NIPS (1999)
Christopher J. C. Burges, David J. Crisp
Uniqueness of the SVM Solution. NIPS (1999)
Christopher J. C. Burges
A Tutorial on Support Vector Machines for Pattern Recognition. Data Min. Knowl. Discov. 2 (2) (1998)
Bernhard Schölkopf, Kah Kay Sung, Christopher J. C. Burges, Federico Girosi, Partha Niyogi, Tomaso A. Poggio, Vladimir Vapnik
Comparing support vector machines with Gaussian kernels to radial basis function classifiers. IEEE Trans. Signal Process. 45 (11) (1997)
Harris Drucker, Christopher J. C. Burges, Linda Kaufman, Alexander J. Smola, Vladimir Vapnik
Support Vector Regression Machines. NIPS (1996)
Christopher J. C. Burges, Bernhard Schölkopf
Improving the Accuracy and Speed of Support Vector Machines. NIPS (1996)
Christopher J. C. Burges
Simplified Support Vector Decision Rules. ICML (1996)
Yoshua Bengio, Yann LeCun, Craig R. Nohl, Christopher J. C. Burges
LeRec: a NN/HMM hybrid for on-line handwriting recognition. Neural Comput. 7 (6) (1995)
Hans Peter Graf, Christopher J. C. Burges, Eric Cosatto, Craig R. Nohl
Analysis of complex and noisy check images. ICIP (3) (1995)
Christopher J. C. Burges, Jan Ben, John S. Denker, Yann LeCun, Craig R. Nohl
Off Line Recognition of Handwritten Postal Words Using Neural Networks. Int. J. Pattern Recognit. Artif. Intell. 7 (4) (1993)
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
Reading Handwritten Digits: A ZIP Code Recognition System. Computer 25 (7) (1992)
Ofer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker
Multi-Digit Recognition Using a Space Displacement Neural Network. NIPS (1991)
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
A neural network approach to handprint character recognition. Compcon (1991)
Christopher J. C. Burges, Stéphane Zaleski
Buoyant Mixtures of Cellular Automaton Gases. Complex Syst. 1 (1) (1987)