Course Notes and Project Reports

Overlapping Community Detection via Edge-Space Representation, Poster (Final project of STAT 548 at UW)

Rank-Sparsity Matrix Decomposition (Lecture scribing of STAT 538 at UW), Surprises in High-Dimensional Ridgeless Least Squares Interpolation (Final presentation of STAT 538 at UW)

Detecting Higgs Boson Particles Through Machine Learning Classifiers (Final project of STAT 535 at UW)

Hidden Markov Model, Python Code (Final project of STAT 534 at UW), Kernel Density Estimation, Regression and Classification (Lecture scribing of STAT 534 at UW)

Regression Analysis on Salaries of NBA Players (Poster), Presentation Slides (Final project of STAT 504 at UW)

Matrix Analysis Lecture Notes

Experiments About Fractals via Matlab