Publications

Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling

ICAIF 2023

Machine Learning / Deep Learning

By : Masanori Hirano, Kentaro Minami, Kentaro Imajo

Trader-Company Method: A Metaheuristic for Interpretable Stock Price Prediction

AAMAS 2021

Machine Learning / Deep Learning

By : Katsuya Ito, Kentaro Minami, Kentaro Imajo, Kei Nakagawa

Deep Portfolio Optimization via Distributional Prediction of Residual Factors

AAAI 2021

Machine Learning / Deep Learning

By : Kentaro Imajo, Kentaro Minami, Katsuya Ito, Kei Nakagawa