Research Interests
Machine Learning, Quantitative Finance
Machine learning is a study of techniques that execute data analysis to infer information about the data. In our lab, we focus on financial data from which novel portfolios and derivatives satisfying certain constraints are constructed using techniques from machine learning. For this matter, we examine new constructions and performance enhancements of techniques from deep learning, in particular.
|
