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207
Voted
VLSISP
2010
15 years 3 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
133
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GECCO
2000
Springer
15 years 8 months ago
2000
Springer
ected Abstracts for the First International Workshop on Learning Classifier System (IWLCS92), 1992. October 6
134
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COMBINATORICA
2010
15 years 2 months ago
2010
We give a new approach to the Ramsey-type results of Gowers on block bases in Banach spaces and apply our results to prove the Gowers dichotomy in F-spaces.
190
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COLT
2001
Springer
15 years 9 months ago
2001
Springer
We prove strong noise-tolerance properties of a potential-based boosting algorithm, similar to MadaBoost (Domingo and Watanabe, 2000) and SmoothBoost (Servedio, 2003). Our analysi...
132
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NIPS
1996
15 years 6 months ago
1996
Although TD-Gammon is one of the major successes in machine learning, it has not led to similar impressive breakthroughs in temporal difference learning for other applications or ...