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NIPS
2001
15 years 12 days ago
A kernel method for multi-labelled classification
This article presents a Support Vector Machine (SVM) like learning system to handle multi-label problems. Such problems are usually decomposed into many two-class problems but the...
André Elisseeff, Jason Weston
NIPS
2001
15 years 12 days ago
Kernel Machines and Boolean Functions
We give results about the learnability and required complexity of logical formulae to solve classification problems. These results are obtained by linking propositional logic with...
Adam Kowalczyk, Alex J. Smola, Robert C. Williamso...
NIPS
2001
15 years 12 days ago
(Not) Bounding the True Error
We present a new approach to bounding the true error rate of a continuous valued classifier based upon PAC-Bayes bounds. The method first constructs a distribution over classifier...
John Langford, Rich Caruana
NIPS
2001
15 years 12 days ago
A Bayesian Model Predicts Human Parse Preference and Reading Times in Sentence Processing
Narayanan and Jurafsky (1998) proposed that human language comprehension can be modeled by treating human comprehenders as Bayesian reasoners, and modeling the comprehension proce...
S. Narayanan, Daniel Jurafsky
PDCN
2004
15 years 12 days ago
Network of browsers - a multi-processor computer
The paper describes an experimental system in which we linked together a number of computers over the Internet to form a multi-processor computer system. The arrangeme nt uses Jav...
Luke Fletcher, Vishv M. Malhotra