1364 search results - page 166 / 273 » Sampling Methods for Unsupervised Learning |
111
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ICFEM
2004
Springer
15 years 8 months ago
2004
Springer
We present a novel approach for verifying safety properties of finite state machines communicating over unbounded FIFO channels that is based on applying machine learning techniqu...
123
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COLT
2005
Springer
15 years 8 months ago
2005
Springer
We consider the problem of learning mixtures of distributions via spectral methods and derive a tight characterization of when such methods are useful. Specifically, given a mixt...
134
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CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
We present a method for training a similarity metric from data. The method can be used for recognition or verification applications where the number of categories is very large an...
135
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KDD
2007
ACM
15 years 8 months ago
2007
ACM
In this paper, we propose a new method called Prototype Ranking (PR) designed for the stock selection problem. PR takes into account the huge size of real-world stock data and app...
103
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ICMLA
2007
15 years 4 months ago
2007
We describe SVMotif, a support vector machine-based learning algorithm for identification of cellular DNA transcription factor (TF) motifs extrapolated from known TF-gene interact...