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ICASSP
2011
IEEE
13 years 1 months ago
Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization
Alternating optimization algorithms for canonical polyadic decomposition (with/without nonnegative constraints) often accompany update rules with low computational cost, but could...
Anh Huy Phan, Petr Tichavský, Andrzej Cicho...
VALUETOOLS
2006
ACM
162views Hardware» more  VALUETOOLS 2006»
14 years 3 months ago
Fast solvers for queueing systems with negative customers
In this paper, we are interested in solving Markovian queueing systems having Poisson batch arrivals, exponential servers and negative customers. Preconditioned conjugate gradient...
You-Wei Wen, Wai-Ki Ching, Michael K. Ng
ICRA
2005
IEEE
120views Robotics» more  ICRA 2005»
14 years 3 months ago
Fast Computation of Robot-Obstacle Interactions in Nonholonomic Trajectory Deformation
Abstract— This paper deals with the optimization of RobotObstacle interaction computations, in the context of nonholonomic trajectory deformation for mobile robots. We first rec...
Olivier Lefebvre, Florent Lamiraux, David Bonnafou...
ICML
2008
IEEE
14 years 10 months ago
Training restricted Boltzmann machines using approximations to the likelihood gradient
A new algorithm for training Restricted Boltzmann Machines is introduced. The algorithm, named Persistent Contrastive Divergence, is different from the standard Contrastive Diverg...
Tijmen Tieleman
ACCV
2006
Springer
14 years 3 months ago
Fast Global Motion Estimation Via Iterative Least-Square Method
Abstract. This paper presents a fast algorithm for global motion estimation based on Iterative Least- Square Estimation (ILSE) technique. Compared with the traditional framework, t...
Jia Wang, Haifeng Wang, Qingshan Liu, Hanqing Lu