JSAI2023

Session information

International Session

International Session » IS-2 Machine learning

[2U4-IS-2c] Machine learning

Wed. Jun 7, 2023 1:30 PM - 3:10 PM Room U (Online)

Chair: Tohgoroh Matsui (Chubu university)

1:30 PM - 1:50 PM

[2U4-IS-2c-01] Hybrid models combining neural networks (NN), Gaussian process regressions (GPR), and high-dimensional model representations (HDMR) for more powerful machine learning

We show how using staple techniques such as NN or GPR as building blocks of a more involved method can enhance ML capabilities in high dimension and or with sparse data

〇Sergei Manzhos1, Shunsaku Tsuda1, Hyojae Lee1, Manabu Ihara1 (1. Tokyo Institute of Technology)

[[Online, Regular]]
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