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115
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TIME
2005
IEEE
15 years 9 months ago
LOLA: Runtime Monitoring of Synchronous Systems
Abstract— We present a specification language and algorithms for the online and offline monitoring of synchronous systems including circuits and embedded systems. Such monitori...
Ben D'Angelo, Sriram Sankaranarayanan, Césa...
116
Voted
FLAIRS
2008
15 years 6 months ago
The Introspective Robot: Using Self-Prediction to Improve Robot Learning
We investigate the use of self-predicting neural networks for autonomous robot learning within noisy or partially predictable environments. A benchmark experiment is performed in ...
James B. Marshall, Neil K. Makhija, Zachary D. Rot...
113
Voted
NIPS
2007
15 years 5 months ago
Semi-Supervised Multitask Learning
A semi-supervised multitask learning (MTL) framework is presented, in which M parameterized semi-supervised classifiers, each associated with one of M partially labeled data mani...
Qiuhua Liu, Xuejun Liao, Lawrence Carin
132
Voted
UAI
2008
15 years 5 months ago
Multi-View Learning over Structured and Non-Identical Outputs
In many machine learning problems, labeled training data is limited but unlabeled data is ample. Some of these problems have instances that can be factored into multiple views, ea...
Kuzman Ganchev, João Graça, John Bli...
118
Voted
ICCS
2004
Springer
15 years 9 months ago
A Comparison of C, MATLAB, and Python as Teaching Languages in Engineering
We describe and compare the programming languages C, MATLAB and Python as teaching languages for engineering students. We distinguish between two distinct phases in the process of ...
Hans Fangohr