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ICML
2007
IEEE
16 years 7 months ago
Sparse probabilistic classifiers
The scores returned by support vector machines are often used as a confidence measures in the classification of new examples. However, there is no theoretical argument sustaining ...
Romain Hérault, Yves Grandvalet
ICML
2003
IEEE
16 years 7 months ago
Weighted Order Statistic Classifiers with Large Rank-Order Margin
We investigate how stack filter function classes like weighted order statistics can be applied to classification problems. This leads to a new design criteria for linear classifie...
Reid B. Porter, Damian Eads, Don R. Hush, James Th...
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ICML
2003
IEEE
16 years 7 months ago
Optimization with EM and Expectation-Conjugate-Gradient
We show a close relationship between the Expectation - Maximization (EM) algorithm and direct optimization algorithms such as gradientbased methods for parameter learning. We iden...
Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahra...
CHI
2002
ACM
16 years 7 months ago
SmartSkip: consumer level browsing and skipping of digital video content
In this paper, we describe an interface for browsing and skipping digital video content in a consumer setting; that is, sitting and watching television from a couch using a standa...
Steven M. Drucker, Asta Glatzer, Steven De Mar, Cu...
ICFP
2001
ACM
16 years 6 months ago
Contification Using Dominators
Contification is a compiler optimization that turns a function that always returns to the same place into a continuation. Compilers for functional languages use contification to e...
Matthew Fluet, Stephen Weeks