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PRL
2007
200views more  PRL 2007»
14 years 11 months ago
Generative learning of visual concepts using multiobjective genetic programming
This paper introduces a novel method of visual learning based on Genetic Programming, which evolves a population of individuals (image analysis programs) that process attributed v...
Krzysztof Krawiec
SIAMJO
2010
127views more  SIAMJO 2010»
14 years 6 months ago
Trace Norm Regularization: Reformulations, Algorithms, and Multi-Task Learning
We consider a recently proposed optimization formulation of multi-task learning based on trace norm regularized least squares. While this problem may be formulated as a semidefini...
Ting Kei Pong, Paul Tseng, Shuiwang Ji, Jieping Ye
CCS
2009
ACM
15 years 6 months ago
A framework for quantitative security analysis of machine learning
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
Pavel Laskov, Marius Kloft
BIRTHDAY
2009
Springer
15 years 6 months ago
No i-Sums for Nissim (and Shalom)
Lappin and Francez (1994) present a theory of donkey anaphora which, they claim, captures both their existential and their universal readings, while maintaining a uniform represent...
Itamar Francez
JEI
2006
110views more  JEI 2006»
14 years 11 months ago
Empirical formula for creating error bars for the method of paired comparison
The method of paired comparison based on Thurstone's Case V of his Law of Comparative Judgments is often used as a psychophysical method to derive interval scales of perceptua...
Ethan D. Montag