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ICANN
2009
Springer
15 years 5 months ago
Learning SVMs from Sloppily Labeled Data
This paper proposes a modelling of Support Vector Machine (SVM) learning to address the problem of learning with sloppy labels. In binary classification, learning with sloppy labe...
Guillaume Stempfel, Liva Ralaivola
97
Voted
WG
1998
Springer
15 years 5 months ago
Linear Time Solvable Optimization Problems on Graphs of Bounded Clique Width
Hierarchical decompositions of graphs are interesting for algorithmic purposes. There are several types of hierarchical decompositions. Tree decompositions are the best known ones....
Bruno Courcelle, Johann A. Makowsky, Udi Rotics
POPL
1997
ACM
15 years 5 months ago
Program Fragments, Linking, and Modularization
Module mechanisms have received considerable theoretical attention, but the associated concepts of separate compilation and linking have not been emphasized. Anomalous module syst...
Luca Cardelli
92
Voted
ECCV
2010
Springer
15 years 5 months ago
The Semi-Explicit Shape Model for Multi-object Detection and Classification
We propose a model for classification and detection of object classes where the number of classes may be large and where multiple instances of object classes may be present in an i...
119
Voted
FCT
2009
Springer
15 years 5 months ago
Parametrized Regular Infinite Games and Higher-Order Pushdown Strategies
Given a set P of natural numbers, we consider infinite games where the winning condition is a regular -language parametrized by P. In this context, an -word, representing a play, h...
Paul Hänsch, Michaela Slaats, Wolfgang Thomas