1393 search results - page 83 / 279 » Machine Learning by Function Decomposition |
111
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KDD
2004
ACM
16 years 2 months ago
2004
ACM
Past empirical work has shown that learning multiple related tasks from data simultaneously can be advantageous in terms of predictive performance relative to learning these tasks...
126
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GECCO
2007
Springer
15 years 5 months ago
2007
Springer
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...
139
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COLT
2010
Springer
14 years 12 months ago
2010
Springer
In standard online learning, the goal of the learner is to maintain an average loss that is "not too big" compared to the loss of the best-performing function in a fixed...
108
Voted
ICALT
2005
IEEE
15 years 7 months ago
2005
IEEE
We believe that with regard to the information technology applications in education, one student one computing device will be the future and long-term trend. Many related studies ...
101
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COLT
2007
Springer
15 years 8 months ago
2007
Springer
In the present paper, we study the problem of aggregation under the squared loss in the model of regression with deterministic design. We obtain sharp oracle inequalities for conve...