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163
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UAI
2004
15 years 8 months ago
2004
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
216
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DLOG
2011
14 years 10 months ago
2011
Abstract. The preferential and rational consequence relations first studied by Lehmann and colleagues play a central role in non-monotonic reasoning, not least because they provid...
202
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WSC
2008
15 years 9 months ago
2008
United States Air Mobility Command (AMC) has a limited number of C-5 aircraft, and so opportunities to either preserve or increase aircraft availability are of interest to them. I...
238
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JMLR
2012
13 years 9 months ago
2012
We present an algorithm for fast posterior inference in penalized high-dimensional state-space models, suitable in the case where a few measurements are taken in each time step. W...
175
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SIGIR
2009
ACM
16 years 1 months ago
2009
ACM
Recent work in supervised learning of term-based retrieval models has shown significantly improved accuracy can often be achieved via better model estimation [2, 10, 11, 17]. In ...