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138
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IJON
2007
184views more  IJON 2007»
15 years 2 months ago
Convex incremental extreme learning machine
Unlike the conventional neural network theories and implementations, Huang et al. [Universal approximation using incremental constructive feedforward networks with random hidden n...
Guang-Bin Huang, Lei Chen
121
Voted
ICCV
2009
IEEE
15 years 11 days ago
Kernel map compression using generalized radial basis functions
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
Omar Arif, Patricio A. Vela
86
Voted
ML
2007
ACM
15 years 2 months ago
Online calibrated forecasts: Memory efficiency versus universality for learning in games
Shie Mannor, Jeff S. Shamma, Gürdal Arslan
88
Voted
ALT
2004
Springer
15 years 11 months ago
Universal Convergence of Semimeasures on Individual Random Sequences
Marcus Hutter, Andrej Muchnik
102
Voted
COLT
1997
Springer
15 years 6 months ago
Universal Portfolios With and Without Transaction Costs
Avrim Blum, Adam Kalai