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JMLR
2006
109views more  JMLR 2006»
15 years 6 months ago
Some Discriminant-Based PAC Algorithms
A classical approach in multi-class pattern classification is the following. Estimate probability distributions that generated the observations for each label class, and then labe...
Paul W. Goldberg
171
Voted
JMM2
2006
129views more  JMM2 2006»
15 years 6 months ago
Delivering Audio and Video with Rich Site Summary Enclosures
- Rich Site Summary (RSS) technology is a web content syndication format commonly used to organise news and the content of news-like sites. Indeed any information that can be broke...
Kevin Curran, Sheila McKinney
ML
2008
ACM
109views Machine Learning» more  ML 2008»
15 years 6 months ago
O'browser: objective caml on browsers
We present a way to run Objective Caml programs on a standard, unmodified web browser, with a compatible data representation and execution model, including concurrency. To achieve...
Benjamin Canou, Vincent Balat, Emmanuel Chailloux
JSAC
2006
114views more  JSAC 2006»
15 years 6 months ago
SCAN: self-organized network-layer security in mobile ad hoc networks
Protecting the network layer from malicious attacks is an important yet challenging security issue in mobile ad hoc networks. In this paper we describe SCAN, a unified networklayer...
Hao Yang, J. Shu, Xiaoqiao Meng, Songwu Lu
ML
2008
ACM
15 years 6 months ago
A bias/variance decomposition for models using collective inference
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen
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