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ICPR
2004
IEEE
14 years 10 months ago
Learning High-level Independent Components of Images through a Spectral Representation
Statistical methods, such as independent component analysis, have been successful in learning local low-level features from natural image data. Here we extend these methods for le...
Aapo Hyvärinen, Jussi T. Lindgren
TSD
2004
Springer
14 years 2 months ago
Building a Dependency-Based Grammar for Parsing Informal Mathematical Discourse
Discourse in formal domains, such as mathematics, is characterized by a mixture of telegraphic natural language and embedded formal expressions. Little is known about the suitabil...
Magdalena Wolska, Ivana Kruijff-Korbayová
ICCAD
1993
IEEE
100views Hardware» more  ICCAD 1993»
14 years 1 months ago
Macromodeling of the A.C. characteristics of CMOS Op-amps
An analytical-knowledge-based statistical method is developed to derive macromodels for the highly nonlinear A.C. response functions of CMOS Op-amp circuits. Simple circuit analys...
Pradip Mandal, V. Visvanathan
ICML
2010
IEEE
13 years 7 months ago
Implicit Regularization in Variational Bayesian Matrix Factorization
Matrix factorization into the product of lowrank matrices induces non-identifiability, i.e., the mapping between the target matrix and factorized matrices is not one-to-one. In th...
Shinichi Nakajima, Masashi Sugiyama
BMCBI
2004
139views more  BMCBI 2004»
13 years 8 months ago
Resolution of large and small differences in gene expression using models for the Bayesian analysis of gene expression levels an
Background: The detection of small yet statistically significant differences in gene expression in spotted DNA microarray studies is an ongoing challenge. Meeting this challenge r...
Jeffrey P. Townsend