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ICML
1999
IEEE
14 years 8 months ago
Machine-Learning Applications of Algorithmic Randomness
Most machine learning algorithms share the following drawback: they only output bare predictions but not the con dence in those predictions. In the 1960s algorithmic information t...
Volodya Vovk, Alexander Gammerman, Craig Saunders
CORR
2004
Springer
128views Education» more  CORR 2004»
13 years 7 months ago
Vector Symbolic Architectures answer Jackendoff's challenges for cognitive neuroscience
Jackendoff (2002) posed four challenges that linguistic combinatoriality and rules of language present to theories of brain function. The essence of these problems is the question...
Ross W. Gayler
ACL
2012
11 years 10 months ago
Humor as Circuits in Semantic Networks
This work presents a first step to a general implementation of the Semantic-Script Theory of Humor (SSTH). Of the scarce amount of research in computational humor, no research ha...
Igor Labutov, Hod Lipson
ACL
1997
13 years 9 months ago
A Theory of Parallelism and the Case of VP Ellipsis
We provide a general account of parallelism in discourse, and apply it to the special case of resolving possible readings for instances of VP ellipsis. We show how several problem...
Jerry R. Hobbs, Andrew Kehler
FUZZY
2004
Springer
126views Fuzzy Logic» more  FUZZY 2004»
14 years 1 months ago
Fuzzy Measures and Choquet Integral on Discrete Spaces
Abstract. This paper studies some relationships between fuzzy relations, fuzzy graphs and fuzzy measure. It is shown that a fundamental theorem of Discrete Convex Analysis is deriv...
Yasuo Narukawa, Vicenç Torra