michael kim

Virginia Tech

Aktiv seit 2012

Followers: 0 Following: 0

Nachricht

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

Statistik

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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

fast 13 Jahre vor | 325 Downloads |

5.0 / 5

Gesendet

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

fast 13 Jahre vor | 378 Downloads |

0.0 / 5

Gesendet

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

fast 13 Jahre vor | 212 Downloads |

0.0 / 5

Gesendet

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

mehr als 13 Jahre vor | 2417 Downloads |

4.4 / 5