Christopher J. C. Burges - researchr alias

researchr

You are not signed in
Sign in
Sign up

2011

Learning to Rank Using an Ensemble of Lambda-Gradient ModelsChristopher J. C. Burges, Krysta Marie Svore, Paul N. Bennett, Andrzej Pastusiak, Qiang Wu. jmlr, 14:25-35, 2011. [doi]

Learning to rank with multiple objective functionsKrysta Marie Svore, Maksims Volkovs, Christopher J. C. Burges. WWW 2011: 367-376 [doi]

2010

Dimension Reduction: A Guided TourChristopher J. C. Burges. ftml, 2(4), 2010. [doi]

Adapting boosting for information retrieval measuresQiang Wu, Christopher J. C. Burges, Krysta Marie Svore, Jianfeng Gao. ir, 13(3):254-270, 2010. [doi]

2009

On the local optimality of LambdaRankPinar Donmez, Krysta Marie Svore, Christopher J. C. Burges. sigir 2009: 460-467 [doi]

A machine learning approach for improved BM25 retrievalKrysta Marie Svore, Christopher J. C. Burges. CIKM 2009: 1811-1814 [doi]

2008

Using Signals of Human Interest to Enhance Single-document SummarizationKrysta Marie Svore, Lucy Vanderwende, Christopher J. C. Burges. AAAI 2008: 1577-1580

2007

McRank: Learning to Rank Using Multiple Classification and Gradient BoostingPing Li, Christopher J. C. Burges, Qiang Wu. nips 2008: [doi]

Enhancing Single-Document Summarization by Combining RankNet and Third-Party SourcesKrysta Marie Svore, Lucy Vanderwende, Christopher J. C. Burges. emnlp 2007: 448-457 [doi]

Spectral clustering and transductive learning with multiple viewsDengyong Zhou, Christopher J. C. Burges. icml 2007: 1159-1166 [doi]

2006

Learning to Rank with Nonsmooth Cost FunctionsChristopher J. C. Burges, Robert Ragno, Quoc Viet Le. nips 2007: 193-200 [doi]

2005

2004

Redundant Bit Vectors for Quickly Searching High-Dimensional RegionsJonathan Goldstein, John C. Platt, Christopher J. C. Burges. dsmml 2005: 137-158 [doi]

Convolutional networks for speech detectionSomsak Sukittanon, Arun C. Surendran, John C. Platt, Christopher J. C. Burges. interspeech 2004: [doi]

2003

2001

Improving Wavelet Compression with Neural NetworksChristopher J. C. Burges, Patrice Simard, Henrique S. Malvar. dcc 2001: 486 [doi]

Learning a Gaussian Process Prior for Automatically Generating Music PlaylistsJohn C. Platt, Christopher J. C. Burges, S. Swenson, C. Weare, A. Zheng. nips 2001: 1425-1432 [doi]

1999

1998

A Tutorial on Support Vector Machines for Pattern RecognitionChristopher J. C. Burges. datamine, 2(2):121-167, 1998.

1996

Improving the Accuracy and Speed of Support Vector MachinesChristopher J. C. Burges, Bernhard Schölkopf. nips 1997: 375-381 [doi]

Simplified Support Vector Decision RulesChristopher J. C. Burges. icml 1996: 71-77

Support Vector Regression MachinesHarris Drucker, Christopher J. C. Burges, Linda Kaufman, Alex J. Smola, Vladimir Vapnik. nips 1997: 155-161 [doi]

1995

LeRec: a NN/HMM hybrid for on-line handwriting recognitionYoshua Bengio, Yann LeCun, Craig R. Nohl, Christopher J. C. Burges. neco, 7(6):1289-1303, 1995. [doi]

1993

Off Line Recognition of Handwritten Postal Words Using Neural NetworksChristopher J. C. Burges, Jan Ben, John S. Denker, Yann LeCun, Craig R. Nohl. ijprai, 7(4):689-704, 1993.

1992

Reading Handwritten Digits: A ZIP Code Recognition SystemOfer 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. Computer, 25(7):59-63, 1992.

1991

Multi-Digit Recognition Using a Space Displacement Neural NetworkOfer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker. nips 1992: 488-495 [doi]