
Hi! My name is Junhyoung Chung.
I am currently pursuing a master's degree in Statistics at Seoul National University under the supervision of Professor Gunwoong Park. Previously, I obtained my bachelor's degree in Statistics and Economics from the same university.
My academic goal is to design statistical learning algorithms that address practical challenges while maintaining theoretical efficiency, with a few sub-objectives:
- Developing robust models for noisy data.
- Devising novel methodologies that learn complex data.
- Detecting underlying structures from observed data.
- Providing statistical guidance to assess and guarantee the reliability of machine-learned systems.
Recently, my research has centered on probabilistic graphical models, especially on developing consistent structure learning algorithms that account for measurement error. I have also carried out applied research introducing statistical models tailored to real-world problem solving.