995 search results - page 129 / 199 » Learning Useful Horn Approximations |
118
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ICIP
2007
IEEE
16 years 2 months ago
2007
IEEE
A key goal of far-field activity analysis is to learn the usual pattern of activity in a scene and to detect statistically anomalous behavior. We propose a method for unsupervised...
117
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ECML
2007
Springer
15 years 7 months ago
2007
Springer
L1 regularization is effective for feature selection, but the resulting optimization is challenging due to the non-differentiability of the 1-norm. In this paper we compare state...
132
Voted
BIRTHDAY
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. Traditionally, software development teams follow Tayloristic approaches favoring division of labor and, hence, the use of role-based teams. Role-based teams require the t...
124
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COLT
1999
Springer
15 years 5 months ago
1999
Springer
We propose a new boosting algorithm. This boosting algorithm is an adaptive version of the boost by majority algorithm and combines bounded goals of the boost by majority algorith...
108
Voted
NIPS
1996
15 years 2 months ago
1996
Optimal Brain Damage (OBD) is a method for reducing the number of weights in a neural network. OBD estimates the increase in cost function if weights are pruned and is a valid app...