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NIPS
2008
15 years 8 months ago
Unlabeled data: Now it helps, now it doesn't
Empirical evidence shows that in favorable situations semi-supervised learning (SSL) algorithms can capitalize on the abundance of unlabeled training data to improve the performan...
Aarti Singh, Robert D. Nowak, Xiaojin Zhu
OPODIS
2008
15 years 7 months ago
Byzantine Consensus with Unknown Participants
Abstract. Consensus is a fundamental building block used to solve many practical problems that appear on reliable distributed systems. In spite of the fact that consensus is being ...
Eduardo Adílio Pelinson Alchieri, Alysson N...
MVA
2007
130views Computer Vision» more  MVA 2007»
15 years 7 months ago
3D Precise Inspection of Electronic Devices by Single Stereo Vision
It is very important to guarantee the quality of the industrial products by means of visual inspection. In order to reduce the soldering defect with terminal deformation and termi...
Takashi Watanabe, Akira Kusano, Takayuki Fujiwara,...
NIPS
2007
15 years 7 months ago
Random Projections for Manifold Learning
We propose a novel method for linear dimensionality reduction of manifold modeled data. First, we show that with a small number M of random projections of sample points in RN belo...
Chinmay Hegde, Michael B. Wakin, Richard G. Barani...
PLANX
2007
15 years 7 months ago
XPath Typing Using a Modal Logic with Converse for Finite Trees
We present an algorithm to solve XPath decision problems under regular tree type constraints and show its use to statically typecheck XPath queries. To this end, we prove the deci...
Pierre Genevès, Nabil Layaïda, Alan Sc...
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