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ICML
2000
IEEE
14 years 9 months ago
Bounds on the Generalization Performance of Kernel Machine Ensembles
We study the problem of learning using combinations of machines. In particular we present new theoretical bounds on the generalization performance of voting ensembles of kernel ma...
Luis Pérez-Breva, Massimiliano Pontil, Theo...
ICC
2007
IEEE
121views Communications» more  ICC 2007»
14 years 2 months ago
On the Expected Complexity Analysis of a Generalized Sphere Decoding Algorithm for Underdetermined Linear Communication Systems
This paper presents an analytical approach to evaluate the expected complexity of a generalized sphere decoding (GSD) algorithm, GSDλ − , for underdetermined integer leastsquare...
Ping Wang, Tho Le-Ngoc
ECAI
2004
Springer
14 years 1 months ago
A General Recursive Schema for Argumentation Semantics
Abstract. In argumentation theory, Dung’s abstract framework provides a unifying view of several alternative semantics based on the notion of extension. Recently, a new semantics...
Pietro Baroni, Massimiliano Giacomin
ICTAI
1994
IEEE
14 years 17 days ago
A Knowledge Representation System for Integration of General and Case-Specific Knowledge
Combining various knowledge types - and reasoning methods - in knowledge-based systems is a challenge to the knowledge representation task. The paper describes an object-oriented,...
Agnar Aamodt
WIA
2000
Springer
14 years 21 hour ago
Generalizing the Discrete Timed Automaton
Abstract. We describe a general automata-theoretic approach for analyzing the verification problems (binary reachability, safety, etc.) of discrete timed automata augmented with va...
Oscar H. Ibarra, Jianwen Su