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104
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IJCAI
2003
15 years 2 months ago
2003
We investigate the problem of non-covariant behavior of policy gradient reinforcement learning algorithms. The policy gradient approach is amenable to analysis by information geom...
86
Voted
AAAI
1997
15 years 2 months ago
1997
The minimum-distance classifier summarizes each class with a prototype and then uses a nearest neighbor approach for classification. Three drawbacks of the original minimum-distan...
94
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EACL
1993
ACL Anthology
15 years 2 months ago
1993
ACL Anthology
It is traditionally assumed that various sources of linguistic knowledge and their interaction should be formalised in order to be able to convert words into their phonemic repres...
121
Voted
CIKM
2006
Springer
15 years 4 months ago
2006
Springer
We discuss information retrieval methods that aim at serving a diverse stream of user queries such as those submitted to commercial search engines. We propose methods that emphasi...
130
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CIVR
2006
Springer
15 years 4 months ago
2006
Springer
We introduce an interface for efficient video search that exploits the human ability to quickly scan visual content, after automatic retrieval has arrange the images in expected or...