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» Efficient Algorithms for Attribute-Oriented Induction
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ICCAD
2002
IEEE
113views Hardware» more  ICCAD 2002»
14 years 4 months ago
INDUCTWISE: inductance-wise interconnect simulator and extractor
Abstract—A robust, efficient, and accurate inductance extraction and simulation tool, INDUCTWISE, is developed and described in this paper. This work advances the state-of-the-ar...
Tsung-Hao Chen, Clement Luk, Hyungsuk Kim, Charlie...
JMLR
2010
134views more  JMLR 2010»
13 years 2 months ago
Using Contextual Representations to Efficiently Learn Context-Free Languages
We present a polynomial update time algorithm for the inductive inference of a large class of context-free languages using the paradigm of positive data and a membership oracle. W...
Alexander Clark, Rémi Eyraud, Amaury Habrar...
ETVC
2008
13 years 9 months ago
Intrinsic Geometries in Learning
In a seminal paper, Amari (1998) proved that learning can be made more efficient when one uses the intrinsic Riemannian structure of the algorithms' spaces of parameters to po...
Richard Nock, Frank Nielsen
DAC
2005
ACM
13 years 9 months ago
Spatially distributed 3D circuit models
Spatially distributed 3D circuit models are extracted with a segmentto-segment BEM (Boundary Element Method) algorithm for both capacitance and inverse inductance couplings rather...
Michael W. Beattie, Hui Zheng, Anirudh Devgan, Byr...
AICOM
2006
105views more  AICOM 2006»
13 years 7 months ago
Evolutionary concept learning in First Order Logic: An overview
This paper presents an overview of recent systems for Inductive Logic Programming (ILP). After a short description of the two popular ILP systems FOIL and Progol, we focus on meth...
Federico Divina