1413 search results - page 45 / 283 » A Theory for Memory-Based Learning |
171
Voted
JMLR
2012
13 years 7 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
137
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ATAL
2010
Springer
15 years 5 months ago
2010
Springer
Multi-agent learning is a crucial method to control or find solutions for systems, in which more than one entity needs to be adaptive. In today's interconnected world, such s...
124
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KR
2000
Springer
15 years 8 months ago
2000
Springer
We propose to extend the ontology of logical AI to include approximate objects, approximate predicates and approximate theories. Besides the ontology we treat the relations among ...
181
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ATAL
2007
Springer
15 years 10 months ago
2007
Springer
This paper proposes a framework for agent-based distributed machine learning and data mining based on (i) the exchange of meta-level descriptions of individual learning processes ...
143
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EDBT
1990
ACM
15 years 8 months ago
1990
ACM
Deductive Databases are coming of age with the emergence of efficient and easy to use systems that support queries, reasoning, and application development on databases through dec...