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The Nature of Statistical Learning Theory

by Vladimir N. Vapnik , 1999
"... Statistical learning theory was introduced in the late 1960’s. Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data. In the middle of the 1990’s new types of learning algorithms (called support vector machines) based on the deve ..."
Abstract - Cited by 13236 (32 self) - Add to MetaCart
Statistical learning theory was introduced in the late 1960’s. Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data. In the middle of the 1990’s new types of learning algorithms (called support vector machines) based

AUTOMATH and Pure Type Systems

by Twan Laan , 1996
"... We study the position of Automath systems within the framework of the Pure Type Systems as discussed in [3]. ..."
Abstract - Cited by 2 (1 self) - Add to MetaCart
We study the position of Automath systems within the framework of the Pure Type Systems as discussed in [3].

Pure Type Systems with Definitions

by Paula Severi , Erik Poll , 1993
"... In this paper, an extension of Pure Type Systems (PTS's) with definitions is presented. We prove this extension preserves many of the properties of PTS's. The main result is a proof that for many PTS's, including the Calculus of Constructions, this extension preserves strong normalisa ..."
Abstract - Cited by 27 (1 self) - Add to MetaCart
In this paper, an extension of Pure Type Systems (PTS's) with definitions is presented. We prove this extension preserves many of the properties of PTS's. The main result is a proof that for many PTS's, including the Calculus of Constructions, this extension preserves strong

Domain-Free Pure Type Systems

by Gilles Barthe, Morten Heine Sørensen - JOURNAL OF FUNCTIONAL PROGRAMMING , 1993
"... Pure type systems make use of domain-full λ-abstractions λx:D.M . We present a variant of pure type systems, which we call domain-free pure type systems, with domain-free λ-abstractions λx.M. Domain-free pure type systems have a number of advantages over both pure type systems and so-called type ass ..."
Abstract - Cited by 40 (8 self) - Add to MetaCart
Pure type systems make use of domain-full λ-abstractions λx:D.M . We present a variant of pure type systems, which we call domain-free pure type systems, with domain-free λ-abstractions λx.M. Domain-free pure type systems have a number of advantages over both pure type systems and so-called type

Pure type systems formalized

by James Mckinna, Robert Pollack - Proceedings of the International Conference on Typed Lambda Calculi and Applications , 1993
"... ..."
Abstract - Cited by 56 (12 self) - Add to MetaCart
Abstract not found

Automath and Pure Type Systems

by Fairouz Kamareddine, Twan Laan, Rob Nederpelt , 2003
"... We study the position of the Automath systems within the framework of Pure Type Systems (PTSs). In [1,15], a rough relationship has been given between Automath and PTSs. That relationship ignores three of the most important features of Automath: de nitions, parameters and -reduction, because at th ..."
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We study the position of the Automath systems within the framework of Pure Type Systems (PTSs). In [1,15], a rough relationship has been given between Automath and PTSs. That relationship ignores three of the most important features of Automath: de nitions, parameters and -reduction, because

Typechecking in Pure Type Systems

by Randy Pollack, Eric Poll - Informal proceedings of Logical Frameworks'92 , 1992
"... Introduction This work is motivated by two related problems. The first is to find reasonable algorithms for typechecking Pure Type Systems [Bar91] (PTS); the second is a technical question about PTS, the so called Expansion Postponment property (EP), which is tantalizingly simple but remains unsolv ..."
Abstract - Cited by 5 (2 self) - Add to MetaCart
Introduction This work is motivated by two related problems. The first is to find reasonable algorithms for typechecking Pure Type Systems [Bar91] (PTS); the second is a technical question about PTS, the so called Expansion Postponment property (EP), which is tantalizingly simple but remains

Parameters in Pure Type Systems

by Twan Laan, Roel Bloo, Fairouz Kamareddine, Rob Nederpelt
"... Abstract. In this paper we add parameters to A-calculus and type theory and show that the resulting systems have nice meta-theoretical properties. We illustrate that parameters allow for a better fine-tuning of the strength of type systems and hence allow for a better description of existing type sy ..."
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systems in the framework of pure type systems. 1 What are parameters? Functions playa fundamental role in logic, mathematics and computer science. In the nowadays accepted view on functions, they are 'first class citizens', being entities on their own which act on a par with sets, elements

Parameters in Pure Type Systems

by Roel Bloo, Fairouz Kamareddine, Twan Laan, Rob Nederpelt , 2002
"... In this paper we study the addition of parameters to typed -calculus with definitions. We show that the resulting systems have nice properties and illustrate that parameters allow for a better fine-tuning of the strength of type systems as well as staying closer to type systems used in practice i ..."
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In this paper we study the addition of parameters to typed -calculus with definitions. We show that the resulting systems have nice properties and illustrate that parameters allow for a better fine-tuning of the strength of type systems as well as staying closer to type systems used in practice

Parameters in Pure Type Systems

by unknown authors
"... Abstract. In this paper we study the addition of parameters to typed�-calculus with definitions. We show that the resulting systems have nice properties and illustrate that parameters allow for a better fine-tuning of the strength of type systems as well as staying closer to type systems used in pra ..."
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Abstract. In this paper we study the addition of parameters to typed�-calculus with definitions. We show that the resulting systems have nice properties and illustrate that parameters allow for a better fine-tuning of the strength of type systems as well as staying closer to type systems used
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