1080 search results - page 38 / 216 » Hedging predictions in machine learning |
143
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ALT
2007
Springer
16 years 1 months ago
2007
Springer
It has been recently shown that calibration with an error less than ∆ > 0 is almost surely guaranteed with a randomized forecasting algorithm, where forecasts are obtained by...
129
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KDD
2002
ACM
16 years 4 months ago
2002
ACM
This paper promotes the use of supervised machine learning in laboratory settings where chemists have a large number of samples to test for some property, and are interested in id...
129
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BMCBI
2008
15 years 4 months ago
2008
Background: Bioactivity profiling using high-throughput in vitro assays can reduce the cost and time required for toxicological screening of environmental chemicals and can also r...
131
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ISNN
2007
Springer
15 years 10 months ago
2007
Springer
This paper proposes novel hierarchical self-organizing associative memory architecture for machine learning. This memory architecture is characterized with sparse and local interco...
126
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KDD
2003
ACM
16 years 4 months ago
2003
ACM
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...