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» Preprocessing of Intractable Problems
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DLOG
1996
13 years 11 months ago
An Approach to Subsumption in a DL with Implication
Designing a DL system poses the problem of the trade-o between power of expression and complexity. In spite of their rich expressive capacity, the or and not constructors are usua...
Mathieu Latourrette, Michel Simonet
NIPS
1994
13 years 11 months ago
Factorial Learning and the EM Algorithm
Many real world learning problems are best characterized by an interaction of multiple independent causes or factors. Discovering such causal structure from the data is the focus ...
Zoubin Ghahramani
ML
2002
ACM
121views Machine Learning» more  ML 2002»
13 years 9 months ago
Choosing Multiple Parameters for Support Vector Machines
The problem of automatically tuning multiple parameters for pattern recognition Support Vector Machines (SVMs) is considered. This is done by minimizing some estimates of the gener...
Olivier Chapelle, Vladimir Vapnik, Olivier Bousque...
MICS
2007
68views more  MICS 2007»
13 years 9 months ago
Space Saving Calculation of Symbolic Resultants
We describe an approach to the computation of symbolic resultants in which factors are removed during the course of the calculation, so reducing the stack size required for interme...
Jane M. Pearson, Noel G. Lloyd
IWANN
2005
Springer
14 years 3 months ago
Filtering-Free Blind Separation of Correlated Images
Abstract. When using ICA for image separation, a well-known problem is that most often a large correlation exists between the sources. Because of this dependence, there is no more ...
Frédéric Vrins, John Aldo Lee, Miche...