2683 search results - page 235 / 537 » Machine learning problems from optimization perspective |
122
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ECTEL
2008
Springer
15 years 5 months ago
2008
Springer
Chemistry students, like students in other disciplines, often learn to solve problems by applying well-practiced procedures. Such an approach, however, may hinder conceptual unders...
116
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TCS
2010
15 years 1 months ago
2010
We consider the problem of actively learning the mean values of distributions associated with a finite number of options. The decision maker can select which option to generate t...
118
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ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
We present several new algorithms for multiagent reinforcement learning. A common feature of these algorithms is a parameterized, structured representation of a policy or value fu...
95
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ALT
2002
Springer
16 years 7 days ago
2002
Springer
In this paper, we close the gap between the simple and straight-forward implementations of top-down hill-climbing that can be found in the literature, and the rather complex strate...
117
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ECML
2007
Springer
15 years 9 months ago
2007
Springer
We discuss how to learn non-recursive directed probabilistic logical models from relational data. This problem has been tackled before by upgrading the structure-search algorithm i...