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JMLR
2006
116views more  JMLR 2006»
15 years 4 months ago
Step Size Adaptation in Reproducing Kernel Hilbert Space
This paper presents an online support vector machine (SVM) that uses the stochastic meta-descent (SMD) algorithm to adapt its step size automatically. We formulate the online lear...
S. V. N. Vishwanathan, Nicol N. Schraudolph, Alex ...
137
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CVPR
2007
IEEE
16 years 6 months ago
On-line Simultaneous Learning and Tracking of Visual Feature Graphs
Model learning and tracking are two important topics in computer vision. While there are many applications where one of them is used to support the other, there are currently only...
Arnaud Declercq, Justus H. Piater
ICDAR
2009
IEEE
15 years 11 months ago
Fast Incremental Learning Strategy Driven by Confusion Reject for Online Handwriting Recognition
In this paper, we present a new incremental learning strategy for handwritten character recognition systems. This learning strategy enables the recognition system to learn “rapi...
Abdullah Almaksour, Éric Anquetil
CDC
2008
IEEE
156views Control Systems» more  CDC 2008»
15 years 11 months ago
On-line, kinodynamic trajectory generation through rectangular channels using path and motion primitives
— We present a motion planning scheme for ground vehicles operating in a partially known environment. Kinematic constraints stemming from vehicle dynamics and from the requiremen...
Efstathios Bakolas, Panagiotis Tsiotras
IPPS
2006
IEEE
15 years 10 months ago
On-chip and on-line self-reconfigurable adaptable platform: the non-uniform cellular automata case
In spite of the high parallelism exhibited by cellular automata architectures, most implementations are usually run in software. For increasing execution parallelism, hardware imp...
Andres Upegui, Eduardo Sanchez