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Keynote: Algorithm Engineering for Scalable Parallel External SortingThe talk describes algorithm engineering (AE) as a methodology for algorithmic research where design, analysis, implementation and experimental evaluation of ...
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New Bounds for Learning Intervals with Implications for Semi-Supervised LearningWe study learning of initial intervals in the prediction model. We show that for each distribution D over the domain, ...
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Most Popular Videos
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Machine Learning in Google GogglesMachine Learning in Google Goggles
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Scaling Deep LearningWe have recently started investigating how to scale deep learning techniques to much larger models in an effort to improve ...
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IntroductionCourse introduction.
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Embracing Uncertainty: Applied Machine Learning Comes of AgeICML 2011 Keynote talk with title "Embracing Uncertainty: Applied Machine Learning Comes of Age".
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Recognition Using Visual PhrasesIn this paper we introduce visual phrases, complex visual composites like “a person riding a horseâ€. Visual phrases often display ...
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