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COLT
2006
Springer
15 years 6 months ago
Efficient Learning Algorithms Yield Circuit Lower Bounds
We describe a new approach for understanding the difficulty of designing efficient learning algorithms. We prove that the existence of an efficient learning algorithm for a circui...
Lance Fortnow, Adam R. Klivans
122
Voted
ECCV
2006
Springer
16 years 4 months ago
Riemannian Manifold Learning for Nonlinear Dimensionality Reduction
In recent years, nonlinear dimensionality reduction (NLDR) techniques have attracted much attention in visual perception and many other areas of science. We propose an efficient al...
Tony Lin, Hongbin Zha, Sang Uk Lee
119
Voted
KDD
2008
ACM
183views Data Mining» more  KDD 2008»
16 years 3 months ago
A bayesian mixture model with linear regression mixing proportions
Classic mixture models assume that the prevalence of the various mixture components is fixed and does not vary over time. This presents problems for applications where the goal is...
Xiuyao Song, Chris Jermaine, Sanjay Ranka, John Gu...
120
Voted
ICNS
2007
IEEE
15 years 9 months ago
Performance Evaluation of Real-Time Message Delivery in RDM Algorithm
Complexity of distributed real-time applications such as automotive electronics has increased dramatically over the last couple of years. As a result, developing communication pro...
Shabnam Mirshokraie, Mojtaba Sabeghi, Mahmoud Nagh...
117
Voted
GCC
2005
Springer
15 years 8 months ago
A Hybrid Workflow Paradigm for Integrating Self-managing Domain-Specific Applications
Abstract. A hybrid workflow system could be treated as a domain-across infrastructure by incorporating different workflow systems and WfMSs engaged in the complex business processi...
Wan-Chun Dou, Shing-Chi Cheung, Guihai Chen, Jie W...