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» Dynamic Modeling in Inductive Inference
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ALT
2008
Springer
14 years 1 months ago
Dynamic Modeling in Inductive Inference
John Case, Timo Kötzing
MEMICS
2010
12 years 11 months ago
On Reliability and Refutability in Nonconstructive Identification
Identification in the limit, originally due to Gold [10], is a widely used computation model for inductive inference and human language acquisition. We consider a nonconstructive ...
Ilja Kucevalovs
ALT
2006
Springer
14 years 1 months ago
The Complexity of Learning SUBSEQ (A)
Higman showed that if A is any language then SUBSEQ(A) is regular, where SUBSEQ(A) is the language of all subsequences of strings in A. We consider the following inductive inferenc...
Stephen A. Fenner, William I. Gasarch
ACL
2009
13 years 2 months ago
Unsupervised Multilingual Grammar Induction
We investigate the task of unsupervised constituency parsing from bilingual parallel corpora. Our goal is to use bilingual cues to learn improved parsing models for each language ...
Benjamin Snyder, Tahira Naseem, Regina Barzilay
AGI
2008
13 years 6 months ago
A computational approximation to the AIXI model
Universal induction solves in principle the problem of choosing a prior to achieve optimal inductive inference. The AIXI theory, which combines control theory and universal induct...
Sergey Pankov