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All publications by John S. Shawe-taylor
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Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks
Mario Marchand, Hongyu Su, Emilie Morvant, Juho Rousu and John S. Shawe-taylor
Advances in Neural Information Processing Systems 27, 2014


PAC-Bayesian Analysis of Contextual Bandits
Yevgeny Seldin, Peter Auer, John S. Shawe-taylor, Ronald Ortner and François Laviolette
Advances in Neural Information Processing Systems 24, 2011


Theory of matching pursuit
Zakria Hussain and John S. Shawe-taylor
Advances in Neural Information Processing Systems 21, 2008


Variational Inference for Diffusion Processes
Cédric Archambeau, Manfred Opper, Yuan Shen, Dan Cornford and John S. Shawe-taylor
Advances in Neural Information Processing Systems 20, 2007


Tighter PAC-Bayes Bounds
Amiran Ambroladze, Emilio Parrado-hernández and John S. Shawe-taylor
Advances in Neural Information Processing Systems 19, 2006


Two view learning: SVM-2K, Theory and Practice
Jason Farquhar, David Hardoon, Hongying Meng, John S. Shawe-taylor and Sándor Szedmák
Advances in Neural Information Processing Systems 18, 2005


Semi-Definite Programming by Perceptron Learning
Thore Graepel, Ralf Herbrich, Andriy Kharechko and John S. Shawe-taylor
Advances in Neural Information Processing Systems 16, 2003


PAC-Bayes \& Margins
John Langford and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


The Stability of Kernel Principal Components Analysis and its Relation to the Process Eigenspectrum
Christopher Williams and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


Inferring a Semantic Representation of Text via Cross-Language Correlation Analysis
Alexei Vinokourov, Nello Cristianini and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


The Decision List Machine
Marina Sokolova, Mario Marchand, Nathalie Japkowicz and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


Learning Semantic Similarity
Jaz Kandola, Nello Cristianini and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


String Kernels, Fisher Kernels and Finite State Automata
Craig Saunders, Alexei Vinokourov and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002