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NIPS
2000
13 years 10 months ago
Explaining Away in Weight Space
Explaining away has mostly been considered in terms of inference of states in belief networks. We show how it can also arise in a Bayesian context in inference about the weights g...
Peter Dayan, Sham Kakade
ICAI
2009
13 years 6 months ago
How Reasoning Achieves Context Integration into Syntax Parsing
Motivated by a representational model for the cross-modal interaction between language and other modalities we present a framework for the integration of contextual information int...
Patrick McCrae
POPL
2010
ACM
14 years 6 months ago
Dependent Types from Counterexamples
d by recent research in abstract model checking, we present a new approach to inferring dependent types. Unlike many of the existing approaches, our approach does not rely on prog...
Tachio Terauchi
CORR
2011
Springer
235views Education» more  CORR 2011»
13 years 4 months ago
On the accuracy of language trees
Historical linguistics aims at inferring the most likely language phylogenetic tree starting from information concerning the evolutionary relatedness of languages. The available i...
Simone Pompei, Vittorio Loreto, Francesca Tria
PVLDB
2008
160views more  PVLDB 2008»
13 years 8 months ago
BayesStore: managing large, uncertain data repositories with probabilistic graphical models
Several real-world applications need to effectively manage and reason about large amounts of data that are inherently uncertain. For instance, pervasive computing applications mus...
Daisy Zhe Wang, Eirinaios Michelakis, Minos N. Gar...