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JMLR
2002
106views more  JMLR 2002»
15 years 1 months ago
Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels
We present some greedy learning algorithms for building sparse nonlinear regression and classification models from observational data using Mercer kernels. Our objective is to dev...
Prasanth B. Nair, Arindam Choudhury 0002, Andy J. ...
MVA
1998
227views Computer Vision» more  MVA 1998»
15 years 1 months ago
Automatic reconstruction of 3D human arm motion from a monocular image sequence
A model-based approach to reconstruction of 3D human arm motion from a monocular image sequence taken under orthographic projection is presented. The reconstruction is divided into...
Valentina Filova, Franc Solina, Jadran Lenarcic
SIAMJO
2002
89views more  SIAMJO 2002»
15 years 1 months ago
A Probability-One Homotopy Algorithm for Nonsmooth Equations and Mixed Complementarity Problems
A probability-one homotopy algorithm for solving nonsmooth equations is described. This algorithm is able to solve problems involving highly nonlinear equations, where the norm of ...
Stephen C. Billups, Layne T. Watson
TSMC
1998
169views more  TSMC 1998»
15 years 1 months ago
Real-time map building and navigation for autonomous robots in unknown environments
—An algorithmic solution method is presented for the problem of autonomous robot motion in completely unknown environments. Our approach is based on the alternate execution of tw...
Giuseppe Oriolo, Giovanni Ulivi, Marilena Venditte...
TASLP
2002
87views more  TASLP 2002»
15 years 1 months ago
A set of corpus-based text-to-speech synthesis technologies for Mandarin Chinese
This paper presents a set of corpus-based text-to-speech synthesis technologies for Mandarin Chinese. A large speech corpus produced by a single speaker is used, and the speech out...
Fu-Chiang Chou, Chiu-yu Tseng, Lin-Shan Lee