Christopher J. C. Burges

Publications by Year

Research Areas

Face and Expression Recognition, Topic Modeling, Neural Networks and Applications, Natural Language Processing Techniques, Machine Learning and Algorithms

Most-Cited Works

• → A Tutorial on Support Vector Machines for Pattern Recognition(1998)16,334 cited
• → Advances in kernel methods: support vector learning(1999)5,815 cited
• Support Vector Regression Machines(1996)
• → Input space versus feature space in kernel-based methods(1999)1,168 cited
• From RankNet to LambdaRank to LambdaMART: An Overview(2010)
• → MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text(2013)664 cited
• → Adapting boosting for information retrieval measures(2009)568 cited
• → Spectral clustering and transductive learning with multiple views(2007)451 cited
• McRank: Learning to Rank Using Multiple Classification and Gradient Boosting(2007)
• → Simplified support vector decision rules(1996)429 cited