Research

International Conference / Workshop

1. Yuta Ono, Hiroshi Nakamura, and Hideki Takase, “Exploring the possibility of TypiClust for low-budget Federated Active Learning,” The 49th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2025), Toronto, Canada, July 2025.
2. Yuta Ono, Till Aczel, Benjamin Estermann, and Roger Wattenhofer, “SUPClust: Active Learning at the Boundaries,” 5th Workshop on practical ML for limited/low resource settings (PML4LRS@ICLR), Vienna, Austria, May 2024.

Domestic Conference

1. Yuta Ono, Hiroshi Nakamura, and Hideki Takase, “Evaluation of TypiClust for Federated Active Learning in Low-Budget Regimes”, Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), Osaka, Japan, May 2025.
2. Yuta Ono, Yuta Tarumi, Keisuke Fukuda, and Shin-ichi Maeda, “Training Deep Neural Networks for Fast Data Assimilation,” Information-Based Induction Sciences and Machine Learning (IBISML), Hokkaido, Japan, December 2024.
3. Yuta Ono, Shun Suzuki, Yasutoshi Makino, Nozomi Nishiumi, and Hiroyuki Shinoda, “Trapping of Airborne Objects by Using Camera Tracking in Acoustic Levitation,” The Robotics and Mechatronics Conference (ROBOMECH), Aichi, Japan, June 2023.

Scholarship

Award