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» Learning minimal abstractions
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95
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COLT
2005
Springer
15 years 6 months ago
Ranking and Scoring Using Empirical Risk Minimization
A general model is proposed for studying ranking problems. We investigate learning methods based on empirical minimization of the natural estimates of the ranking risk. The empiric...
Stéphan Clémençon, Gáb...
CIE
2005
Springer
15 years 6 months ago
Minimal Pairs and Quasi-minimal Degrees for the Joint Spectra of Structures
Two properties of the Co-Spectrum of the Joint Spectrum tely many abstract structures are presented - a Minimal Pair type theorem and the existence of a Quasi-Minimal degree with r...
Alexandra A. Soskova
85
Voted
NIPS
2007
15 years 1 months ago
A Risk Minimization Principle for a Class of Parzen Estimators
This paper1 explores the use of a Maximal Average Margin (MAM) optimality principle for the design of learning algorithms. It is shown that the application of this risk minimizati...
Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
EMNLP
2006
15 years 1 months ago
Loss Minimization in Parse Reranking
We propose a general method for reranker construction which targets choosing the candidate with the least expected loss, rather than the most probable candidate. Different approac...
Ivan Titov, James Henderson
58
Voted
JSYML
2006
58views more  JSYML 2006»
15 years 12 days ago
Strongly minimal groups in the theory of compact complex spaces
Abstract. We characterise strongly minimal groups interpretable in elementary extensions of compact complex analytic spaces.
Matthias Aschenbrenner, Rahim Moosa, Thomas Scanlo...