3694 search results - page 319 / 739 » Stochastic complexity in learning |
144
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MICAI
2004
Springer
16 years 49 min ago
2004
Springer
We present an optimization algorithm that combines active learning and locally-weighted regression to find extreme points of noisy and complex functions. We apply our algorithm to...
155
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ICANN
2003
Springer
15 years 12 months ago
2003
Springer
We discuss a Probably Approximate Correct (PAC) learning paradigm for Boolean formulas, which we call PAC meditation, where the class of formulas to be learnt is not known in advan...
170
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CP
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. Although constraint programming offers a wealth of strong, generalpurpose methods, in practice a complex, real application demands a person who selects, combines, and ref...
161
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ICRA
2000
IEEE
15 years 11 months ago
2000
IEEE
Mobile robots require the ability to build their own maps to operate in unknown environments. A fundamental problem is that odometry-based dead reckoning cannot be used to assign ...
150
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AGENTS
1997
Springer
15 years 10 months ago
1997
Springer
Abstract. We present a purely vision-based scheme for learning a topological representation of an open environment. The system represents selected places by local views of the surr...