2683 search results - page 534 / 537 » Machine learning problems from optimization perspective |
154
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TNN
2010
14 years 7 months ago
2010
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
124
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ICDM
2010
IEEE
14 years 11 months ago
2010
IEEE
Nowadays, the classification of graph data has become an important and active research topic in the last decade, which has a wide variety of real world applications, e.g. drug acti...
197
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ICFP
2009
ACM
16 years 1 months ago
2009
ACM
Memoization is a well-known optimization technique used to eliminate redundant calls for pure functions. If a call to a function f with argument v yields result r, a subsequent ca...
129
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KDD
2004
ACM
16 years 1 months ago
2004
ACM
We devise a boosting approach to classification and regression based on column generation using a mixture of kernels. Traditional kernel methods construct models based on a single...
117
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CORR
2010
Springer
14 years 11 months ago
2010
Springer
In this paper, we propose a systematic solution to the problem of scheduling delay-sensitive media data for transmission over time-varying wireless channels. We first formulate th...