Search Results for author: Shuhei A. Horiguchi

Found 2 papers, 1 papers with code

Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings

1 code implementation2 Nov 2022 Shuhei A. Horiguchi, Tomoharu Iwata, Taku Tsuzuki, Yosuke Ozawa

In this paper, we investigate a simple alternative approach: tackling the problem in the original high-dimensional space using the information from the learned low-dimensional structure.

Bayesian Optimization Vocal Bursts Intensity Prediction

Cellular gradient flow structure connects single-cell-level rules and population-level dynamics

no code implementations26 May 2022 Shuhei A. Horiguchi, Tetsuya J. Kobayashi

In multicellular systems, the single-cell behaviors should be coordinated consistently with the overall population dynamics and functions.

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