2683 search results - page 93 / 537 » Machine learning problems from optimization perspective |
172
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COLT
2010
Springer
15 years 2 months ago
2010
Springer
We describe online algorithms for learning a rotation from pairs of unit vectors in Rn . We show that the expected regret of our online algorithm compared to the best fixed rotati...
132
Voted
ECML
2007
Springer
15 years 11 months ago
2007
Springer
We extend our recent work on relevant subtask learning, a new variant of multitask learning where the goal is to learn a good classifier for a task-of-interest with too few train...
110
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GECCO
2004
Springer
15 years 10 months ago
2004
Springer
It has been shown empirically that the XCS classifier system solves typical classification problems in a machine learning competitive way. However, until now, no learning time es...
144
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IJCAI
2007
15 years 6 months ago
2007
Some Statistical Software Testing approaches rely on sampling the feasible paths in the control flow graph of the program; the difficulty comes from the tiny ratio of feasible p...
158
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CEC
2010
IEEE
15 years 5 months ago
2010
IEEE
This paper presents an updated version of the adaptive learning particle swarm optimizer (ALPSO) [6], we call it ALPSO-II. In order to improve the performance of ALPSO on multi-mod...