1310 search results - page 38 / 262 » Learning the k in k-means |
MLG
2007
Springer
15 years 3 months ago
2007
Springer
Recent investigations [12, 2, 8, 5, 6] and [11, 9] indicate the use of a probabilistic (’learning’) perspective of tasks defined on a single graph, as opposed to the traditio...
AI
2007
Springer
14 years 10 months ago
2007
Springer
We comment on the Shoham, Powers, and Grenager survey of multi-agent learning and game theory, emphasizing that some of their categories are important for economics and others are...
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JMLR
2012
13 years 6 days ago
2012
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
COLT
2005
Springer
15 years 3 months ago
2005
Springer
We discuss a simple sparse linear problem that is hard to learn with any algorithm that uses a linear combination of the training instances as its weight vector. The hardness holds...
ITICSE
2000
ACM
15 years 2 months ago
2000
ACM
We describe a project exploring the relationships between factors in the learning environment, student well-being and learning outcomes, in the context of a Computing department. ...