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CORR
2010
Springer
114views Education» more  CORR 2010»
13 years 9 months ago
On the Stability of Empirical Risk Minimization in the Presence of Multiple Risk Minimizers
Abstract--Recently Kutin and Niyogi investigated several notions of algorithmic stability--a property of a learning map conceptually similar to continuity--showing that training-st...
Benjamin I. P. Rubinstein, Aleksandr Simma
CORR
2008
Springer
74views Education» more  CORR 2008»
13 years 9 months ago
Analysis of the Karmarkar-Karp Differencing Algorithm
The Karmarkar-Karp differencing algorithm is the best known polynomial time heuristic for the number partitioning problem, fundamental in both theoretical computer science and stat...
Stefan Boettcher, Stephan Mertens
JODL
2008
175views more  JODL 2008»
13 years 8 months ago
ALOCOM: a generic content model for learning objects
e-Learning organizations are focusing heavily on learning content reusability. The ultimate objective is a learning object economy characterized by searchable digital libraries of ...
Katrien Verbert, Erik Duval
IJSM
2007
103views more  IJSM 2007»
13 years 8 months ago
Posture Invariant Correspondence of Incomplete Triangular Manifolds
We present an approach to find dense point-to-point correspondences between two deformed surfaces corresponding to different postures of the same nonrigid object in a fully autom...
Stefanie Wuhrer, Chang Shu, Prosenjit Bose, Zouhou...
COLING
2002
13 years 8 months ago
Selforganizing Classification on the Reuters News Corpus
In this paper we propose an integration of a selforganizing map and semantic networks from WordNet for a text classification task using the new Reuters news corpus. This neural mo...
Stefan Wermter, Chihli Hung