michael kim
Virginia Tech
Followers: 0 Following: 0
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
Statistics
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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 |
Submitted
Robust Association Testing via Resampling
This is an attempt to test if two ECDF are independent
10 years ago | 1 download |
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 |