Publications
Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces
KDD2026
By : Kaito Baba, Yoshihiko Ozaki, Shuhei Watanabe
カニクイザル凍結全血のRNA-seqデータに基づく末梢血中の免疫細胞比率の機械学習予測モデルの構築
日本毒性学会学術集会
By : 原俊子, 大野健太, 松下智哉, 久保千代美, 豊田直人, 千葉修一, 竹藤順子, 水野和恵, 鈴木弘美
A Bayesian Approach to Segmentation with Noisy Labels via Spatially Correlated Distributions
Transactions on Machine Learning Research
Machine Learning / Deep Learning
By : Ryu Tadokoro, Tsukasa Takagi, Shin-ichi Maeda
JMIR Research Protocols
By : Masanobu Hibi, Shun Katada, Aya Kawakami , Kotatsu Bito, Mayumi Ohtsuka , Kei Sugitani , Adeline Muliandi , Nami Yamanaka , Takahiro Hasumura , Yasutoshi Ando , Takashi Fushimi , Teruhisa Fujimatsu , Tomoki Akatsu , Sawako Kawano , Ren Kimura , Shigeki Tsuchiya , Yuuki Yamamoto , Mai Haneoka , Ken Kushida , Tomoki Hideshima , Eri Shimizu , Jumpei Suzuki , Aya Kirino , Hisashi Tsujimura , Shun Nakamura , Takashi Sakamoto , Yuki Tazoe , Masayuki Yabuki , Shinobu Nagase , Tamaki Hirano, Reiko Fukuda , Yukari Yamashiro , Yoshinao Nagashima, Nobutoshi Ojima , Motoki Sudo , Naoki Oya , Yoshihiko Minegishi , Koichi Misawa , Nontawat Charoenphakdee, Zhengyan Gao , Kohei Hayashi, Kenta Oono, Yohei Sugawara, Shoichiro Yamaguchi, Takahiro Ono , Hiroshi Maruyama
人工知能学会学会誌
By : Junichiro Iwasawa, Kenta Oono
Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics
arXiv preprint
By : Kenta Oono, Nontawat Charoenphakdee, Kotatsu Bito, Zhengyan Gao, Hideyoshi Igata, Masashi Yoshikawa, Yoshiaki Ota, Hiroki Okui, Kei Akita, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda, Kunihiko Miyoshi, Yuki Saito, Koki Tsuda, Hiroshi Maruyama, Kohei Hayashi
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model
NeurIPS2025
Machine Learning / Deep Learning
By : Kotaro Ikeda, Masanori Koyama, Jinzhe Zhang, Kohei Hayashi, Kenji Fukumizu
Creating a general-purpose generative model for healthcare data based on multiple clinical studies
PLOS Digital Health
By : Hiroshi Maruyama, Kotatsu Bito, Yuki Saito, Masanobu Hibi, Shun Katada, Aya Kawakami, Kenta Oono, Nontawat Charoenphakdee, Zhengyan Gao, Hideyoshi Igata, Masashi Yoshikawa, Yoshiaki Ota, Hiroki Okui, Kei Akita, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda
Scientific Reports
By : Rie Shiokawa, Junichiro Iwasawa, Yumiko Oishi Tanaka, Yuta Tokuoka, Yohei Sugawara, Yuichiro Hirano, Ryo Takaji, Yayoi Hayakawa, Keita Oda, Yasunori Kudo, Miho Li, Kazue Mizuno, Kazuhisa Ozeki, Ayako Nishimoto-Kakiuch, Kimio Terao