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366
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Publication
In the Bayesian approach to sequential decision making, exact calculation of the (subjective) utility is intractable. This extends to most special cases of interest, such as reinfo...
165
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KDD
2009
ACM
16 years 7 months ago
2009
ACM
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
144
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ECOWS
2007
Springer
16 years 20 days ago
2007
Springer
An architecture of a hosting system is presented, where a number of servers are used to provide different types of web services to paying customers. There are charges for running ...
162
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COLT
2004
Springer
15 years 10 months ago
2004
Springer
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...
139
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EVOW
2008
Springer
15 years 8 months ago
2008
Springer
Abstract. This paper employs genetic programming to discover statistical arbitrage strategies on the banking sector in the Euro Stoxx universe. Binary decision rules are evolved us...