12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.NE2026
Diversified Residual Symbolic Regression
Koki Ikeda, Masahiro Nomura, Ryoki Hamano
Symbolic regression (SR) aims to discover explicit mathematical expressions that explain observed data and is widely used in domains where interpretability is essential. Because in…
cs.NE2023★ 12 cited
Natural Evolution Strategy for Mixed-Integer Black-Box Optimization
Koki Ikeda, Isao Ono
This paper proposes a natural evolution strategy (NES) for mixed-integer black-box optimization (MI-BBO) that appears in real-world problems such as hyperparameter optimization of…