1310 search results - page 154 / 262 » Learning the k in k-means |
154
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COLT
2006
Springer
15 years 10 months ago
2006
Springer
We study the average number of well-chosen labeled examples that are required for a helpful teacher to uniquely specify a target function within a concept class. This "average...
195
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COLT
1995
Springer
15 years 10 months ago
1995
Springer
We investigate the problem of estimating the proportion vector which maximizes the likelihood of a given sample for a mixture of given densities. We adapt a framework developed for...
139
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FECS
2007
15 years 7 months ago
2007
Life long learning is important to keep oneself up-to-date in ones profession. Due to the rapid evolutionary nature of computer science, life long learning becomes even more impor...
154
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AAAI
2000
15 years 7 months ago
2000
Compelling synthetic characters must behave in ways that reflect their past experience and thus allow for individual personalization. We therefore need a method that allows charac...
213
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
The goal of this project is to develop an agent capable of learning and behaving autonomously and making decisions quickly in a dynamic environment. The agent’s environment is a...