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» Some Notes on Models and Modelling
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SCN
2011
Springer
292views Communications» more  SCN 2011»
14 years 11 months ago
Synthesis of attack actions using model checking for the verification of security protocols
Model checking cryptographic protocols have evolved to a valuable method for discovering counterintuitive security flaws, which make possible for a hostile agent to subvert the go...
Stylianos Basagiannis, Panagiotis Katsaros, Andrew...
JMLR
2010
191views more  JMLR 2010»
14 years 11 months ago
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
Michael Gutmann, Aapo Hyvärinen
ICML
2008
IEEE
16 years 5 months ago
Statistical models for partial membership
We present a principled Bayesian framework for modeling partial memberships of data points to clusters. Unlike a standard mixture model which assumes that each data point belongs ...
Katherine A. Heller, Sinead Williamson, Zoubin Gha...
ICML
2006
IEEE
16 years 5 months ago
Topic modeling: beyond bag-of-words
Some models of textual corpora employ text generation methods involving n-gram statistics, while others use latent topic variables inferred using the "bag-of-words" assu...
Hanna M. Wallach
EUROGRAPHICS
2010
Eurographics
16 years 1 months ago
Printed Patterns for Enhanced Shape Perception of Papercraft Models
Papercraft models can serve as inexpensive prototypes in shape design applications. However, in making the models some geometric detail is necessarily lost, and artificial crease...
Su Xue, Xuejin Chen, Julie Dorsey, Holly Rushmeier