Yilin Yang

Yilin Yang

I am a Masters in CS student at University of British Columbia.

Homepage of Yilin Yang

About me

I am a Masters in CS student at University of British Columbia. I am part of the UBC Parklab at UBC CS as a PhD. Track MSc. student. I am cosupervised by Profoessor Mijung Park and Professor Xiaoxiao Li

Research Interests

Coming from a Bachelor’s degree, my interests are still broad, but here are some of directions I am interested in:

  • Statistical and Machine learning:
    • Medical Imaging
    • Differential Privacy
    • Federated Learning
  • Artificial Intelligence
    • Reinforcement Learning
    • Applications on robotics such as self-driving cars.

Publications

  • GaSP R Package

    William J. Welch and Yilin Yang (2022). GaSP: Train and Apply a Gaussian Stochastic Process Model. R package version 1.0.4. https://CRAN.R-project.org/package=GaSP

  • DP-NTK

    Yilin Yang, Kamil Adamczewski, Danica J. Sutherland, Xiaoxiao Li, & Mijung Park. (2023). Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation

Projects

Teaching