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122
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COMPGEOM
2009
ACM
15 years 7 months ago
Coresets for polytope distance
Following recent work of Clarkson, we translate the coreset framework to the problems of finding the point closest to the origin inside a polytope, finding the shortest distance...
Bernd Gärtner, Martin Jaggi
106
Voted
EUROCAST
2007
Springer
182views Hardware» more  EUROCAST 2007»
15 years 6 months ago
A k-NN Based Perception Scheme for Reinforcement Learning
Abstract a paradigm of modern Machine Learning (ML) which uses rewards and punishments to guide the learning process. One of the central ideas of RL is learning by “direct-online...
José Antonio Martin H., Javier de Lope Asia...
95
Voted
HICSS
2006
IEEE
163views Biometrics» more  HICSS 2006»
15 years 6 months ago
Learning Ranking vs. Modeling Relevance
The classical (ad hoc) document retrieval problem has been traditionally approached through ranking according to heuristically developed functions (such as tf.idf or bm25) or gene...
Dmitri Roussinov, Weiguo Fan
129
Voted
IWLCS
2005
Springer
15 years 6 months ago
Counter Example for Q-Bucket-Brigade Under Prediction Problem
Aiming to clarify the convergence or divergence conditions for Learning Classifier System (LCS), this paper explores: (1) an extreme condition where the reinforcement process of ...
Atsushi Wada, Keiki Takadama, Katsunori Shimohara
114
Voted
EUROCRYPT
2003
Springer
15 years 5 months ago
Facts and Myths of Enigma: Breaking Stereotypes
In spite of a relatively large number of publications about breaking Enigma by the Allies before and during the World War II, this subject remains relatively unknown not only to th...
Kris Gaj, Arkadiusz Orlowski