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» Adaptive Discriminative Generative Model and Its Application...
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FPL
2007
Springer
105views Hardware» more  FPL 2007»
15 years 8 months ago
An Execution Model for Hardware/Software Compilation and its System-Level Realization
We introduce a new execution model for orchestrating the interaction between the conventional processor and the reconfigurable compute unit in adaptive computer systems. We then ...
Holger Lange, Andreas Koch
NECO
2008
114views more  NECO 2008»
15 years 1 months ago
A Sparse Generative Model of V1 Simple Cells with Intrinsic Plasticity
Current models for the learning of feature detectors work on two time scales: on a fast time scale the internal neurons' activations adapt to the current stimulus; on a slow ...
Cornelius Weber, Jochen Triesch
BMCBI
2006
146views more  BMCBI 2006»
15 years 1 months ago
Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training
Background: Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptive optimization technique that is influen...
Michael Meissner, Michael Schmuker, Gisbert Schnei...
132
Voted
KDD
2009
ACM
194views Data Mining» more  KDD 2009»
16 years 2 months ago
Combining link and content for community detection: a discriminative approach
In this paper, we consider the problem of combining link and content analysis for community detection from networked data, such as paper citation networks and Word Wide Web. Most ...
Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu
129
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CIKM
2010
Springer
15 years 14 days ago
Discriminative factored prior models for personalized content-based recommendation
Most existing content-based filtering approaches including Rocchio, Language Models, SVM, Logistic Regression, Neural Networks, etc. learn user profiles independently without ca...
Lanbo Zhang, Yi Zhang 0001