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» Efficient Reinforcement Learning
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COLT
2010
Springer
15 years 3 months ago
Learning to Create is as Hard as Learning to Appreciate
We explore the relationship between a natural notion of unsupervised learning studied by Kearns et al. (STOC '94), which we call here "learning to create" (LTC), an...
David Xiao
ICCV
2009
IEEE
15 years 3 months ago
Kernel map compression using generalized radial basis functions
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
Omar Arif, Patricio A. Vela
ICALT
2005
IEEE
15 years 11 months ago
MALESAbrain for Problem-Based Learning in IT Education
This paper reports MALESAbrain an intelligent online tool for problem-based learning (PBL) in IT education. The learning model of MALESAbrain is built on the notions of threshold ...
Akcell Chiang, Mohd Sapiyan Baba
HPCS
2002
IEEE
15 years 10 months ago
CoStore: A Reliable and Highly Available Storage System Using Clusters
The CoStore cluster architecture has been proposed to construct a reliable and highly available storage system. A prototype CoStore has been implemented and its performance has be...
Yong Chen, Lionel M. Ni, Cheng-Zhong Xu, Mingyao Y...
137
Voted
MMAS
2010
Springer
15 years 12 days ago
A Fast Multigrid Algorithm for Energy Minimization under Planar Density Constraints
The two-dimensional layout optimization problem reinforced by the efficient space utilization demand has a wide spectrum of practical applications. Formulating the problem as a non...
Dorit Ron, Ilya Safro, Achi Brandt