3668 search results - page 441 / 734 » Margin Distribution and Learning |
138
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MSS
2010
IEEE
15 years 5 months ago
2010
IEEE
In this paper, we consider a decision-maker who tries to learn the distribution of outcomes from previously observed cases. For each observed database of cases the decision-maker ...
162
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CARS
2004
15 years 8 months ago
2004
An automatic computer-aided detection system is developed for detecting pulmonary nodules from high resolution CT data. The system is based on the concept of machine learning. A ro...
207
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SIAMCOMP
2011
15 years 1 months ago
2011
We investigate ways in which an algorithm can improve its expected performance by fine-tuning itself automatically with respect to an arbitrary, unknown input distribution. We gi...
175
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APSEC
2000
IEEE
15 years 11 months ago
2000
IEEE
Communication and collaboration is difficult in geographically distributed settings. As a result of globalization, merges and acquisition, and scarce skills, software development...
225
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WWW
2010
ACM
16 years 1 months ago
2010
ACM
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...