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85
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PG
2003
IEEE
15 years 7 months ago
Machine Learning for Computer Graphics: A Manifesto and Tutorial
I argue that computer graphics can benefit from a deeper use of machine learning techniques. I give an overview of what learning has to offer the graphics community, with an emph...
Aaron Hertzmann
94
Voted
IPPS
2007
IEEE
15 years 8 months ago
Machine Bank: Own Your Virtual Personal Computer
In this paper, we report the design, implementation and experimental results of Machine Bank, a system engineered towards the popular shared-lab scenario, where users outnumber av...
Shuo Tang, Yu Chen, Zheng Zhang
ICMLA
2003
15 years 3 months ago
Robust Support Vector Machines for Anomaly Detection in Computer Security
— Using the 1998 DARPA BSM data set collected at MIT’s Lincoln Labs to study intrusion detection systems, the performance of robust support vector machines (RVSMs) was compared...
Wenjie Hu, Yihua Liao, V. Rao Vemuri
105
Voted
EMNLP
2007
15 years 3 months ago
An Empirical Study on Computing Consensus Translations from Multiple Machine Translation Systems
This paper presents an empirical study on how different selections of input translation systems affect translation quality in system combination. We give empirical evidence that t...
Wolfgang Macherey, Franz Josef Och
95
Voted
CEC
2007
IEEE
15 years 6 months ago
Support vector machines for computing action mappings in learning classifier systems
XCS with Computed Action, briefly XCSCA, is a recent extension of XCS to tackle problems involving a large number of discrete actions. In XCSCA the classifier action is computed wi...
Daniele Loiacono, Andrea Marelli, Pier Luca Lanzi