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» On the monotonization of the training set
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63
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CAIP
2003
Springer
152views Image Analysis» more  CAIP 2003»
15 years 5 months ago
Greedy Algorithm for a Training Set Reduction in the Kernel Methods
Vojtech Franc, Václav Hlavác
96
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CIKM
2001
Springer
15 years 4 months ago
Text Classification in a Hierarchical Mixture Model for Small Training Sets
Kristina Toutanova, Francine Chen, Kris Popat, Tho...
68
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JMLR
2007
104views more  JMLR 2007»
15 years 11 days ago
Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets"
In a recently published paper in JMLR, Tsang et al. (2005) present an algorithm for SVM called Core Vector Machines (CVM) and illustrate its performances through comparisons with ...
Gaëlle Loosli, Stéphane Canu
APPROX
2010
Springer
168views Algorithms» more  APPROX 2010»
15 years 2 months ago
Lower Bounds for Local Monotonicity Reconstruction from Transitive-Closure Spanners
Abstract. Given a directed graph G = (V, E) and an integer k 1, a ktransitive-closure-spanner (k-TC-spanner) of G is a directed graph H = (V, EH ) that has (1) the same transitive...
Arnab Bhattacharyya, Elena Grigorescu, Madhav Jha,...
LPNMR
2005
Springer
15 years 6 months ago
On Modular Translations and Strong Equivalence
Given two classes of logic programs, we may be interested in modular translations from one class into the other that are sound wth respect to the answer set semantics. The main the...
Paolo Ferraris