620 search results - page 75 / 124 » Stability and Generalization |
JMLR
2010
14 years 7 months ago
2010
Kernel approximation is commonly used to scale kernel-based algorithms to applications containing as many as several million instances. This paper analyzes the effect of such appr...
126
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ICALP
2011
Springer
14 years 4 months ago
2011
Springer
Abstract. Congestion games model several interesting applications, including routing and network formation games, and also possess attractive theoretical properties, including the ...
110
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ATAL
2009
Springer
15 years 4 months ago
2009
Springer
The goal of this paper is to explore the effects of synchronization on distributed decision making processes. In particular, we examine the dynamics of a spatially distributed mul...
110
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TSP
2008
15 years 18 days ago
2008
Markov random fields are designed to represent structured dependencies among large collections of random variables, and are well-suited to capture the structure of real-world sign...
95
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BC
2002
15 years 17 days ago
2002
Synaptic plasticity is believed to underlie the formation of appropriate patterns of connectivity that stabilize stimulus-selective reverberations in the cortex. Here we present a ...