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ICML
2006
IEEE
16 years 21 days ago
Fast particle smoothing: if I had a million particles
We propose efficient particle smoothing methods for generalized state-spaces models. Particle smoothing is an expensive O(N2 ) algorithm, where N is the number of particles. We ov...
Mike Klaas, Mark Briers, Nando de Freitas, Arnaud ...
IJCAI
2003
15 years 1 months ago
Great Expectations. Part I: On the Customizability of Generalized Expected Utility
We propose a generalization of expected utility that we call generalized EU (GEU), where a deci­ sion maker's beliefs are represented by plausibil­ ity measures and the dec...
Francis C. Chu, Joseph Y. Halpern
ICFHR
2010
176views Biometrics» more  ICFHR 2010»
14 years 6 months ago
The A2iA-Telecom ParisTech-UOB System for the ICDAR 2009 Handwriting Recognition Competition
This article describes the isolated word recognizer presented by the authors to the ICDAR 2009 French handwriting recognition competition. This system is a combination of three is...
Christopher Kermorvant, Farès Menasri, Anne...
JMLR
2010
102views more  JMLR 2010»
14 years 6 months ago
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels
Estimating the error rates of classifiers or regression models is a fundamental task in machine learning which has thus far been studied exclusively using supervised learning tech...
Pinar Donmez, Guy Lebanon, Krishnakumar Balasubram...
ECCV
2010
Springer
15 years 3 days ago
Seeing People in Social Context: Recognizing People and Social Relationships
The people in an image are generally not strangers, but instead often share social relationships such as husband-wife, siblings, grandparent-child, father-child, or mother-child. F...
Gang Wang, Andrew C. Gallagher, Jiebo Luo, David A...