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» A theory of learning from different domains
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ECML
2003
Springer
15 years 3 months ago
Pairwise Preference Learning and Ranking
We consider supervised learning of a ranking function, which is a mapping from instances to total orders over a set of labels (options). The training information consists of exampl...
Johannes Fürnkranz, Eyke Hüllermeier
GW
2003
Springer
182views Biometrics» more  GW 2003»
15 years 3 months ago
A Procedure for Developing Intuitive and Ergonomic Gesture Interfaces for HCI
Many disciplines of multimedia and communication go towards ubiquitous computing and hands free- or no-touch interaction with computers. Application domains in this direction invol...
Michael Nielsen, Moritz Störring, Thomas B. M...
COLT
2010
Springer
14 years 8 months ago
Toward Learning Gaussian Mixtures with Arbitrary Separation
In recent years analysis of complexity of learning Gaussian mixture models from sampled data has received significant attention in computational machine learning and theory commun...
Mikhail Belkin, Kaushik Sinha
IJCAI
1989
14 years 11 months ago
Program Derivation Using Analogy
We present a methodology for using analogy to derive programs based on a derivational transformation method. The derived programs are deductively closed under the rules in the kno...
Mehdi T. Harandi, Sanjay Bhansali
IJCAI
1989
14 years 11 months ago
Induction in an Abstraction Space: A Form of Constructive Induction
N IN AN ABSTRACTION SPACE: A Form of Constructive Induction George Drastal and Gabor Czako Siemens Research and Technology Laboratories 755 College Rd Princeton, NJ 08540 We repor...
George Drastal, Gabor Czako, Stan Raatz