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ICASSP
2011
IEEE
14 years 4 months ago
Acceleration of adaptive proximal forward-backward splitting method and its application to sparse system identification
In this paper, we propose an acceleration technique of the adaptive filtering scheme called adaptive proximal forward-backward splitting method. For accelerating the convergence ...
Masao Yamagishi, Masahiro Yukawa, Isao Yamada
ECCV
2008
Springer
16 years 2 months ago
Quick Shift and Kernel Methods for Mode Seeking
We show that the complexity of the recently introduced medoid-shift algorithm in clustering N points is O(N2 ), with a small constant, if the underlying distance is Euclidean. This...
Andrea Vedaldi, Stefano Soatto
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
15 years 6 months ago
Fast Reinforcement Learning for Vision-guided Mobile Robots
— This paper presents a new reinforcement learning algorithm for accelerating acquisition of new skills by real mobile robots, without requiring simulation. It speeds up Q-learni...
Tomás Martínez-Marín, Tom Duc...
86
Voted
WIOPT
2010
IEEE
14 years 10 months ago
Delay efficient scheduling via redundant constraints in multihop networks
Abstract--We consider the problem of delay-efficient scheduling in general multihop networks. While the class of max-weight type algorithms are known to be throughput optimal for t...
Longbo Huang, Michael J. Neely
141
Voted
SP
2010
IEEE
204views Security Privacy» more  SP 2010»
14 years 7 months ago
Acceleration of a CFD code with a GPU
The Computational Fluid Dynamics code Overflow includes as one of its solver options an algorithm which is a fairly small piece of code but which accounts for a significant portio...
Dennis C. Jespersen