Search Results for author: Shinpei Nakamura-Sakai

Found 2 papers, 0 papers with code

Estimating the age-conditioned average treatment effects curves: An application for assessing load-management strategies in the NBA

no code implementations17 Feb 2024 Shinpei Nakamura-Sakai, Laura Forastiere, Brian Macdonald

In the realm of competitive sports, understanding the performance dynamics of athletes, represented by the age curve (showing progression, peak, and decline), is vital.

Management Sports Understanding

A supervised generative optimization approach for tabular data

no code implementations10 Sep 2023 Shinpei Nakamura-Sakai, Fadi Hamad, Saheed Obitayo, Vamsi K. Potluru

Synthetic data generation has emerged as a crucial topic for financial institutions, driven by multiple factors, such as privacy protection and data augmentation.

Data Augmentation Meta-Learning +1

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