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CORR
2010
Springer
121views Education» more  CORR 2010»
14 years 6 months ago
Deep Self-Taught Learning for Handwritten Character Recognition
Recent theoretical and empirical work in statistical machine learning has demonstrated the importance of learning algorithms for deep architectures, i.e., function classes obtaine...
Frédéric Bastien, Yoshua Bengio, Arn...
JAT
2011
93views more  JAT 2011»
14 years 6 months ago
Approximation theorems for group valued functions
Stone-Weierstrass-type theorems for groups of group-valued functions with discrete range or discrete domain are obtained. We study criteria for a subgroup of the group of continuou...
Jorge Galindo, Manuel Sanchis
JMLR
2011
157views more  JMLR 2011»
14 years 6 months ago
Variable Sparsity Kernel Learning
This paper1 presents novel algorithms and applications for a particular class of mixed-norm regularization based Multiple Kernel Learning (MKL) formulations. The formulations assu...
Jonathan Aflalo, Aharon Ben-Tal, Chiranjib Bhattac...
MICRO
2011
IEEE
407views Hardware» more  MICRO 2011»
14 years 6 months ago
Thread Cluster Memory Scheduling
In a modern chip-multiprocessor system, memory is a shared resource among multiple concurrently executing threads. The memory scheduling algorithm should resolve memory contention...
Yoongu Kim, Michael Papamichael, Onur Mutlu, Mor H...
NAR
2011
331views Computer Vision» more  NAR 2011»
14 years 6 months ago
Community cyberinfrastructure for Advanced Microbial Ecology Research and Analysis: the CAMERA resource
The Community Cyberinfrastructure for Advanced Microbial Ecology Research and Analysis (CAMERA, http://camera.calit2.net/) is a database and associated computational infrastructur...
Shulei Sun, Jing Chen, Weizhong Li, Ilkay Altintas...
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