Intrinsic dimension - PowerPoint PPT Presentation

Estimating Intrinsic Dimension

Estimating Intrinsic Dimension. Justin Eberhardt UMD, Mathematics and Statistics Advisor: Dr. Kang James. Outline. Introduction Nearest Neighborhood Estimators Regression Estimator Maximum Likelihood Estimator Revised Maximum Likelihood Estimator Comparison Summary. 2.

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Maximum likelihood estimation of intrinsic dimension

Maximum likelihood estimation of intrinsic dimension. Authors: Elizaveta Levina &amp; Peter J. Bickel presented by: Ligen Wang. Plan. Problem Some popular methods MLE approach Statistical behaviors Evaluation Conclusions. Problem. Facts:

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