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ICA
2010
Springer
15 years 5 months ago
Dictionary Learning for Sparse Representations: A Pareto Curve Root Finding Approach
Abstract. A new dictionary learning method for exact sparse representation is presented in this paper. As the dictionary learning methods often iteratively update the sparse coeffi...
Mehrdad Yaghoobi, Mike E. Davies
ICCVG
2010
15 years 5 months ago
Visual Codebooks Survey for Video On-Line Processing
Abstract. This paper explores techniques in the pipeline of image description based on visual codebooks suitable for video on-line processing. The pipeline components are (i) extra...
Vítezslav Beran, Pavel Zemcík
90
Voted
ICML
2010
IEEE
15 years 5 months ago
Internal Rewards Mitigate Agent Boundedness
Abstract--Reinforcement learning (RL) research typically develops algorithms for helping an RL agent best achieve its goals-however they came to be defined--while ignoring the rela...
Jonathan Sorg, Satinder P. Singh, Richard Lewis
CAV
2010
Springer
185views Hardware» more  CAV 2010»
15 years 5 months ago
Achieving Distributed Control through Model Checking
Abstract. We apply model checking of knowledge properties to the design of distributed controllers that enforce global constraints on concurrent systems. We calculate when processe...
Susanne Graf, Doron Peled, Sophie Quinton
131
Voted
SIGCOMM
2010
ACM
15 years 5 months ago
No more middlebox: integrate processing into network
Traditionally, in-network services like firewall, proxy, cache, and transcoders have been provided by dedicated hardware middleboxes. A recent trend has been to remove the middleb...
Jeongkeun Lee, Jean Tourrilhes, Puneet Sharma, Suj...