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» Complexity Dimensions and Learnability
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JGAA
2002
74views more  JGAA 2002»
13 years 9 months ago
Realization of Posets
We prove a very general representation theorem for posets and, as a corollary, deduce that any abstract simplicial complex has a geometric realization in the Euclidean space of di...
Patrice Ossona de Mendez
IANDC
2006
102views more  IANDC 2006»
13 years 9 months ago
Polynomial certificates for propositional classes
This paper studies the complexity of learning classes of expressions in propositional logic from equivalence queries and membership queries. In particular, we focus on bounding th...
Marta Arias, Aaron Feigelson, Roni Khardon, Rocco ...
SASO
2010
IEEE
13 years 7 months ago
Designing Comprehensible Self-Organising Systems
Self-organising systems are a popular engineering concept for designing decentralised autonomic computing systems. They are able to find solutions in complex and versatile problem ...
Nicolas Höning, Han La Poutré
EXPERT
2008
108views more  EXPERT 2008»
13 years 9 months ago
Case-Based Plan Adaptation: An Analysis and Review
: In this article we analyze the current state of case-based plan adaptation research. We include the traditional distinction between transformational and derivational analogy but ...
Héctor Muñoz-Avila, Michael T. Cox
STOC
1994
ACM
128views Algorithms» more  STOC 1994»
14 years 1 months ago
Weakly learning DNF and characterizing statistical query learning using Fourier analysis
We present new results on the well-studied problem of learning DNF expressions. We prove that an algorithm due to Kushilevitz and Mansour [13] can be used to weakly learn DNF form...
Avrim Blum, Merrick L. Furst, Jeffrey C. Jackson, ...