yifei-liu-stat Goto Github PK
Name: Yifei Liu
Type: User
Company: University of Minnesota, Twin Cities
Bio: Ph.D. student in Statistics at University of Minnesota, Twin Cities.
Twitter: yifei_liu_stat
Location: Minneapolis, MN
Yifei Liu's Projects
adversarial-robustness
Explored the reasons why adversarial examples exist and the adversarial robustness of deep neural networks. This is a course project for CSCI8980.
consulting-projects
Consulting projects
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
health-data-competition-2022
Health data analysis for exploring patient experience using HCAHPS survey.
mcmc
Bayesian analysis of sports league data from 2019–2020 NFL Season using MCMC.
pass
Code repo for "PASS: Perturbation Assisted Sample Synthesis --- A Novel Approach For Uncertainty Quantification"
python-library-nndcp
Developed a Python library for difference of convex programming (DCP) for training neural networks.
r-package-xkcd
Developed an R package for xkcd distribution and tested it.
stat8056-intro-pytorch
Tutorial session on PyTorch basics for STAT8056, UMN Statistics.
syn
Code repo for reproducing results from "Boosting Data Analytics with Synthetic Volume Expansion" by X.Shen, Y. Liu and R. Shen
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