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CORR
2010
Springer
47views Education» more  CORR 2010»
15 years 7 months ago
Robustness and Generalization
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
Huan Xu, Shie Mannor
FUIN
2006
111views more  FUIN 2006»
15 years 6 months ago
Typing the Behavior of Software Components using Session Types
This paper proposes the use of session types to extend with behavioural information the simple descriptions usually provided by software component interfaces. We show how session t...
Antonio Vallecillo, Vasco Thudichum Vasconcelos, A...
ACL
2009
15 years 4 months ago
Minimized Models for Unsupervised Part-of-Speech Tagging
We describe a novel method for the task of unsupervised POS tagging with a dictionary, one that uses integer programming to explicitly search for the smallest model that explains ...
Sujith Ravi, Kevin Knight
APAL
2011
15 years 1 months ago
The Suslin operator in applicative theories: Its proof-theoretic analysis via ordinal theories
The Suslin operator E1 is a type-2 functional testing for the wellfoundedness of binary relations on the natural numbers. In the context of applicative theories, its proof-theoret...
Gerhard Jäger, Dieter Probst
ECIR
2011
Springer
14 years 10 months ago
Combination of Feature Selection Methods for Text Categorisation
Feature selection plays a vital role in text categorisation. A range of different methods have been developed, each having unique properties and selecting different features. We ...
Robert Neumayer, Rudolf Mayer, Kjetil Nørv&...