Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings. - Shuhei A. Horiguchi; Tomoharu Iwata; Taku Tsuzuki; Yosuke Ozawa (CoRR, 2022)

Information Geometry of Dynamics on Graphs and Hypergraphs. - Tetsuya J. Kobayashi; Dimitri Loutchko; Atsushi Kamimura; Shuhei A. Horiguchi; Yuki Sughiyama (CoRR, 2022)

Optimal control of stochastic reaction networks with entropic control cost and emergence of mode-switching strategies. - Shuhei A. Horiguchi; Tetsuya J. Kobayashi (CoRR, 2024)