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» Acceleration of the EM algorithm
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ICML
2010
IEEE
15 years 2 months ago
Learning the Linear Dynamical System with ASOS
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...
James Martens
JCM
2007
76views more  JCM 2007»
15 years 1 months ago
Scheduling Small Packets in IPSec Multi-accelerator Based Systems
—IPSec is a suite of protocols that adds security to communications at the IP level. Protocols within the IPSec suite make extensive use of cryptographic algorithms. Since these ...
Antonio Vincenzo Taddeo, Alberto Ferrante, Vincenz...
HEURISTICS
2008
170views more  HEURISTICS 2008»
15 years 1 months ago
Accelerating autonomous learning by using heuristic selection of actions
This paper investigates how to make improved action selection for online policy learning in robotic scenarios using reinforcement learning (RL) algorithms. Since finding control po...
Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...
CIMAGING
2009
94views Hardware» more  CIMAGING 2009»
14 years 11 months ago
Iterative demosaicking accelerated: theory and fast noniterative implementations
Color image demosaicking is a key process in the digital imaging pipeline. In this paper, we present a rigorous treatment of a classical demosaicking algorithm based on alternatin...
Yue M. Lu, Mina Karzand, Martin Vetterli
SAMOS
2009
Springer
15 years 6 months ago
CABAC Accelerator Architectures for Video Compression in Future Multimedia: A Survey
The demands for high quality, real-time performance and multi-format video support in consumer multimedia products are ever increasing. In particular, the future multimedia systems...
Yahya Jan, Lech Józwiak