Computer Science Colloquia: Sun, Dec 18 at 13:30 - Neta Rabin
Niv Buchbinder
Dear all,
Next week we are happy to have Neta Rabin from Applied Math Department, Yale University.
Note that we moved the talk to 13:30!
You can view the upcoming talks of the seminar at:
See you,
Niv Buchbinder.
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Computer Science Colloquia - Open University of Israel
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Time: Sunday, December 18, at 13:30-14:30
Place: Visitor center 194, Open University.
Speaker: Neta Rabin, Applied Math Department, Yale University.
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Title: Multi-scale approximation and extension of functions with applications in data analysis
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Abstract:
We will introduce a “learning” multi-scale iterative process for data analysis. This process approximates a task related function that is defined on a given data-set by using the geometric structures of the data in different scales. The constructed multi-scale representation can be easily extended to new data points. We will provide a number of examples including classification and regression, extension of non-linear embedding coordinates, and forecasting time series.