michael kim

Virginia Tech

Con actividad desde 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

Estadística

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Enviada

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

más de 12 años hace | 1 descarga |

5.0 / 5

Enviada

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

más de 12 años hace | 1 descarga |

0.0 / 5

Enviada

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

más de 12 años hace | 1 descarga |

0.0 / 5

Enviada

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

más de 13 años hace | 2 descargas |

4.4 / 5