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» Sublinear Optimization for Machine Learning
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CGO
2006
IEEE
14 years 1 months ago
Using Machine Learning to Focus Iterative Optimization
Felix V. Agakov, Edwin V. Bonilla, John Cavazos, B...
IJON
2010
114views more  IJON 2010»
13 years 5 months ago
Optimization method based extreme learning machine for classification
Guang-Bin Huang, Xiaojian Ding, Hongming Zhou
GECCO
2004
Springer
14 years 1 months ago
Real-Coded Bayesian Optimization Algorithm: Bringing the Strength of BOA into the Continuous World
This paper describes a continuous estimation of distribution algorithm (EDA) to solve decomposable, real-valued optimization problems quickly, accurately, and reliably. This is the...
Chang Wook Ahn, Rudrapatna S. Ramakrishna, David E...
ICML
2007
IEEE
14 years 8 months ago
Uncovering shared structures in multiclass classification
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
Yonatan Amit, Michael Fink 0002, Nathan Srebro, Sh...
CHI
2010
ACM
14 years 2 months ago
Interactive optimization for steering machine classification
Interest has been growing within HCI on the use of machine learning and reasoning in applications to classify such hidden states as user intentions, based on observations. HCI res...
Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric H...