1474 search results - page 122 / 295 » Using Machine Learning to Focus Iterative Optimization |
125
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ECAI
2004
Springer
15 years 6 months ago
2004
Springer
A central issue in relational learning is the choice of an appropriate bias for limiting first-order induction. The purpose of this study is to circumvent this issue within a unifo...
145
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JMLR
2012
13 years 5 months ago
2012
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...
120
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ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
We consider the problem of unsupervised learning from a matrix of data vectors where in each row the observed values are randomly permuted in an unknown fashion. Such problems ari...
118
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ICML
1996
IEEE
16 years 3 months ago
1996
IEEE
Autonomous mobile robots need good models of their environment, sensors and actuators to navigate reliably and efficiently. While this information can be supplied by humans, or le...
102
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ICC
2007
IEEE
15 years 9 months ago
2007
IEEE
— Multi-carrier modulations (MCM) and especially orthogonal schemes such as orthogonal frequency division multiplexing (OFDM) are currently used in many radio transmission standa...