IDEA Lab.

연구실 소개

We approach intelligence from a statistical point of view. We care about when learning is reliable, fair, and interpretable. Our work connects theory and applications, starting from clear structural assumptions. We also discover and study order and laws regarding uncertain phenomena. Based on Empirical Process, a representative theoretical field of modern statistics, we develop theories and methodologies for various application fields. In particular, we research Data Mining for analyzing patterns and relationships in large-scale data, Survival Analysis for analyzing the lifespan and causes of individuals, and Bayesian Statistics.