Scholar
Mijung Park
Google Scholar ID: fqKsAJcAAAAJ
University of British Columbia
Citations & Impact
Citations
835
H-index
14
i10-index
22
Publications
20
Co-authors
19
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Research projects include improving the trade-offs between privacy and accuracy, advancing differentially-private synthetic data generation techniques, and exploring the relationship between differential privacy and other characteristics.
Research Experience
- Leading the ParkLabML lab, which is dedicated to creating and improving machine learning tools that preserve privacy for a better world.
Background
- Research Interests: Improving and developing methods in privacy-preserving machine learning, aiming to facilitate data analyses without sacrificing privacy. Areas of expertise include improving the trade-offs between privacy and accuracy, advancing differentially-private synthetic data generation techniques, and studying the interplay between differential privacy and other emerging characteristics such as interpretability, fairness, and causality. About: Our lab focuses on enhancing and developing privacy-preserving machine learning methods, especially for applications in healthcare.
Miscellany
- Personal interests: A wholehearted approach to life.
