2683 search results - page 298 / 537 » Machine learning problems from optimization perspective |
176
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GECCO
2011
Springer
14 years 6 months ago
2011
Springer
—A number of representation schemes have been presented for use within Learning Classifier Systems, ranging from binary encodings to Neural Networks, and more recently Dynamical ...
143
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COLT
2007
Springer
15 years 9 months ago
2007
Springer
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
139
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CVPR
2010
IEEE
15 years 3 months ago
2010
IEEE
This paper addresses the problem of segmenting a combination of linear subspaces and quadratic surfaces from sample data points corrupted by (not necessarily small) noise. Our mai...
124
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SC
1995
ACM
15 years 6 months ago
1995
ACM
We evaluate the impact of a gigabit network on the implementation of a distributed chemical process optimization application. The optimization problem is formulated as a stochasti...
134
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...