3250 search results - page 244 / 650 » Parameterized Learning Complexity |
179
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DAGSTUHL
2004
15 years 7 months ago
2004
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
181
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EMNLP
2006
15 years 7 months ago
2006
In this paper we show that generative models are competitive with and sometimes superior to discriminative models, when both kinds of models are allowed to learn structures that a...
159
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CRIWG
2003
15 years 7 months ago
2003
Abstract. Studying and analysing the collaborative behaviour of online learning teams and how this behaviour is related and affects task performance is a complex process. This pap...
170
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AAAI
1994
15 years 7 months ago
1994
We describe a method for learning formulas in firstorder logic using a brute-force, smallest-first search. The method is exceedingly simple. It generates all irreducible well-form...
160
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AAMAS
2007
Springer
15 years 6 months ago
2007
Springer
An original Reinforcement Learning (RL) methodology is proposed for the design of multi-agent systems. In the realistic setting of situated agents with local perception, the task o...