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ICA
2012
Springer
12 years 5 months ago
New Online EM Algorithms for General Hidden Markov Models. Application to the SLAM Problem
In this contribution, new online EM algorithms are proposed to perform inference in general hidden Markov models. These algorithms update the parameter at some deterministic times ...
Sylvain Le Corff, Gersende Fort, Eric Moulines
SIAMNUM
2011
95views more  SIAMNUM 2011»
13 years 4 months ago
A General Convergence Analysis of Some Newton-Type Methods for Nonlinear Inverse Problems
We consider the methods xδ n+1 = xδ n − gαn (F (xδ n)∗F (xδ n))F (xδ n)∗(F (xδ n)− yδ) for solving nonlinear ill-posed inverse problems F (x) = y using the only ava...
Qinian Jin
HEURISTICS
2002
62views more  HEURISTICS 2002»
13 years 9 months ago
Soft Constraint Logic Programming and Generalized Shortest Path Problems
Stefano Bistarelli, Ugo Montanari, Francesca Rossi
SIAMCOMP
2000
62views more  SIAMCOMP 2000»
13 years 9 months ago
A Generalization of Resource-Bounded Measure, with Application to the BPP vs. EXP Problem
Harry Buhrman, Dieter van Melkebeek, Kenneth W. Re...