Sciweavers

152 search results - page 3 / 31
» Recursive least squares dictionary learning algorithm
Sort
View
ICRA
2010
IEEE
148views Robotics» more  ICRA 2010»
13 years 4 months ago
Body schema acquisition through active learning
— We present an active learning algorithm for the problem of body schema learning, i.e. estimating a kinematic model of a serial robot. The learning process is done online using ...
Ruben Martinez-Cantin, Manuel Lopes, Luis Montesan...
CDC
2009
IEEE
113views Control Systems» more  CDC 2009»
13 years 10 months ago
Decomposition based least squares estimation algorithm for non-uniformly sampled multirate systems
— In order to reduce the computational load of the recursive least squares (RLS) algorithm, a decomposition based least squares algorithm is developed for non-uniformly sampled m...
Yanjun Liu, Feng Ding
ICASSP
2011
IEEE
12 years 9 months ago
Sparse channel estimation with lp-norm and reweighted l1-norm penalized least mean squares
The least mean squares (LMS) algorithm is one of the most popular recursive parameter estimation methods. In its standard form it does not take into account any special characteri...
Omid Taheri, Sergiy A. Vorobyov
IPL
2011
131views more  IPL 2011»
13 years 29 days ago
The regularized least squares algorithm and the problem of learning halfspaces
We provide sample complexity of the problem of learning halfspaces with monotonic noise, using the regularized least squares algorithm in the reproducing kernel Hilbert spaces (RKH...
Ha Quang Minh
ICCV
2001
IEEE
14 years 8 months ago
Propagation of Innovative Information in Non-Linear Least-Squares Structure from Motion
We present a new technique that improves upon existing structure from motion (SFM) methods. We propose a SFM algorithm that is both recursive and optimal. Our method incorporates ...
Drew Steedly, Irfan A. Essa