2 papers
nlin.AO2025
Gaussian process regression with additive periodic kernels for two-body interaction analysis in coupled phase oscillators
Ryosuke Yoneda, Haruma Furukawa, Daigo Fujiwara +1
Since many physical laws -- from classical mechanics to electromagnetism -- are formulated as two-body interactions, the same perspective naturally extends to biological and social…
cs.LG2025
Treatment Effect Estimation for Graph-Structured Targets
Shonosuke Harada, Ryosuke Yoneda, Hisashi Kashima
Treatment effect estimation, which helps understand the causality between treatment and outcome variable, is a central task in decision-making across various domains. While most st…