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Distributed Non-Parametric Representations for Vital Filtering: UW at TREE KBA 2014 Ignacio Can ICA NO CS. WASHINGTON. EDU Same her Singh SAM EER CS. WASHINGTON. EDU Carlos Guesting CS. WASHINGTON.
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Distributed non-parametric representations are used to represent data in a way that does not rely on fixed parameters or assumptions about the underlying distribution.
Anyone who wants to analyze data in a flexible and adaptable way may choose to use distributed non-parametric representations.
Distributed non-parametric representations can be filled out by applying methods such as kernel density estimation, nearest neighbor methods, or spline interpolation.
The purpose of distributed non-parametric representations is to provide a more accurate and robust way to represent complex data that may not conform to standard statistical assumptions.
The information reported on distributed non-parametric representations typically includes data points, density estimates, or other relevant statistical summaries.
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