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ML
2008
ACM
14 years 11 months ago
Large margin vs. large volume in transductive learning
Abstract. We consider a large volume principle for transductive learning that prioritizes the transductive equivalence classes according to the volume they occupy in hypothesis spa...
Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik
MOC
2002
109views more  MOC 2002»
14 years 11 months ago
The parallelized Pollard kangaroo method in real quadratic function fields
Abstract. We show how to use the parallelized kangaroo method for computing invariants in real quadratic function fields. Specifically, we show how to apply the kangaroo method to ...
Andreas Stein, Edlyn Teske
IDA
2009
Springer
14 years 9 months ago
Isotonic Classification Trees
Abstract. We propose a new algorithm for learning isotonic classification trees. It relabels non-monotone leaf nodes by performing the isotonic regression on the collection of leaf...
Rémon van de Kamp, Ad Feelders, Nicola Bari...
MOC
2010
14 years 6 months ago
hp-Optimal discontinuous Galerkin methods for linear elliptic problems
Abstract. The aim of this paper is to present and analyze a class of hpversion discontinuous Galerkin (DG) discretizations for the numerical approximation of linear elliptic proble...
Benjamin Stamm, Thomas P. Wihler
GC
2011
Springer
14 years 2 months ago
Automorphic Decompositions of Graphs
ties: Graded for Calculus III and substituted in Abstract Algebra • Adjunct Instructor, Tri-County Technical College (2005) (864) 646-1368 Courses Taught: Intermediate Algebra, C...
Robert A. Beeler, Robert E. Jamison