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michael kim


Virginia Tech

Active since 2012

Followers: 0   Following: 0

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I use math and data to solve problems.
My academic background is mostly in statistics, economics, EE/CS and OR. I am currently a PhD student.
Professional Interests: signal processing, statistics

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  • Personal Best Downloads Level 1
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Submitted


Robust Multidimensional scaling (MDS) using ECDFs
Take m points in R^n and transform those points to R^p such that the ECDF of distances are preserved

10 years ago | 1 download |

Submitted


Linear time Outlier Scoring via Random Walks
I use a markov chain rejection sampling method to score outliers in linear time.

10 years ago | 1 download |

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Submitted


Robust Association Testing via Resampling
This is an attempt to test if two ECDF are independent

10 years ago | 1 download |

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Submitted


Anomaly Detection
Given m points in R^n (as a matrix), find the outliers via dimensionality reduction and resampling.

11 years ago | 1 download |

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