Research Interests
1
Survival Analysis
2
Bayesian Statistics
3
Statistical Machine Learning
4
Deep Learning
5
Fair AI, Explainable AI
Awards
2020, 한국인공지능학회, 2020 추계학술대회 최우수논문 (Title : “Understanding deep semi-supervised learning methods”)
2020, 한국인공지능학회, 2020 하계학술대회 우수논문 (Title: “Purifying Noisy Labels in Classification by Adversarial Search and Semi-supervised Learning”)
2019, Institute of Mathematical Statistics, Fellow
2018, Gallop award, Korean Statistical Society
2017, ICCM (International Consoritum of Chinese Mathematicians) Best Paper Award
2002, IEEE (International Conference on Data Mining. Maebashi, JAPAN) Best Paper Award (Title: “Convex Hull Ensemble Machine”)