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ICASSP
2011
IEEE
13 years 1 months ago
Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence
Particle filters (PF) and auxiliary particle filters (APF) are widely used sequential Monte Carlo (SMC) techniques. In this paper we comparatively analyse the Sampling Importanc...
François Desbouvries, Yohan Petetin, Emmanu...
JFLP
2002
101views more  JFLP 2002»
13 years 9 months ago
Complete Selection Functions for a Lazy Conditional Narrowing Calculus
In this paper we extend the lazy narrowing calculus lnc of Middeldorp, Okui, and Ida [26] to conditional rewrite systems. The resulting lazy conditional narrowing calculus lcnc is...
Aart Middeldorp, Taro Suzuki, Mohamed Hamada
ICML
2004
IEEE
14 years 10 months ago
Training conditional random fields via gradient tree boosting
Conditional Random Fields (CRFs; Lafferty, McCallum, & Pereira, 2001) provide a flexible and powerful model for learning to assign labels to elements of sequences in such appl...
Thomas G. Dietterich, Adam Ashenfelter, Yaroslav B...
NIPS
1990
13 years 10 months ago
Back Propagation is Sensitive to Initial Conditions
This paper explores the effect of initial weight selection on feed-forward networks learning simple functions with the back-propagation technique. We first demonstrate, through th...
John F. Kolen, Jordan B. Pollack
MR
2007
96views Robotics» more  MR 2007»
13 years 9 months ago
A step by step methodology to analyze the IGBT failure mechanisms under short circuit and turn-off inductive conditions using 2D
A systematic methodology is developed in order to clarify the punch through Trench Insulated Gate Bipolar Transistor (T-IGBT) failure mechanisms which can occur under extreme oper...
A. Benmansour, Stephane Azzopardi, J. C. Martin, E...