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» Experimenting with Nonmonotonic Reasoning
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SIGPLAN
2008
15 years 6 months ago
Programming languages in a liberal arts education
Liberal arts curricula emphasize breadth of a student's educational experience, critical reasoning, and intellectual discourse to a greater degree than pre-professional train...
Kim B. Bruce, Stephen N. Freund
136
Voted
JMLR
2007
104views more  JMLR 2007»
15 years 6 months 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
INTERSPEECH
2010
15 years 1 months ago
Semi-supervised training of Gaussian mixture models by conditional entropy minimization
In this paper, we propose a new semi-supervised training method for Gaussian Mixture Models. We add a conditional entropy minimizer to the maximum mutual information criteria, whi...
Jui-Ting Huang, Mark Hasegawa-Johnson
AAAI
2011
14 years 7 months ago
Controlling Selection Bias in Causal Inference
Selection bias, caused by preferential exclusion of samples from the data, is a major obstacle to valid causal and statistical inferences; it cannot be removed by randomized exper...
Elias Bareinboim, Judea Pearl
ICML
2000
IEEE
16 years 7 months ago
Meta-Learning by Landmarking Various Learning Algorithms
Landmarking is a novel approach to describing tasks in meta-learning. Previous approaches to meta-learning mostly considered only statistics-inspired measures of the data as a sou...
Bernhard Pfahringer, Hilan Bensusan, Christophe G....