Masahiro Fujisawa (藤澤 将広), Ph.D.
Assistant Professor at Machine Learning & Systems Laboratory, Graduate School of Information Science and Technology, The University of Osaka.
Visiting Scientist at the Structured Learning Team (PI: Prof. Yoshinobu Kawahara) at RIKEN Center for Advanced Intelligence Project (RIKEN AIP).
I received my Ph.D. in Science (Machine Learning) from the University of Tokyo in 2023, under the supervision of Prof. Issei Sato and co-advisory of Prof. Masashi Sugiyama.
Research Interests
- (Bayesian) Machine Learning
- (Generalized) Bayesian inference
- Likelihood-free (or simulator-based) inference
- Robustness and generalization
CV
My CV is here.
News
May 16, 2025: Our paper, “Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature,” has been accepted to ProbNum25! Many thanks to the coauthors, the reviewers for their valuable feedback, and to the ACs, SACs, and PCs for their hard work amidst their busy schedules.
May 1, 2025: Our paper, “PAC-Bayes Analysis for Recalibration in Classification,” has been accepted to ICML 2025! Many thanks to the reviewers for their valuable feedback, and to the ACs, SACs, and PCs for their hard work amidst their busy schedules.
March 14, 2025: I was honored to receive the RIKEN BAIHO Award (Research Incentive Award at RIKEN) alongside Prof. Futoshi Futami. I would like to express my sincere gratitude to Prof. Sugiyama, Prof. Futami, and everyone who evaluated our work.
March 8, 2025: Our joint work, Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature, was made publicly available on arXiv, coauthored by Masaki Adachi (University of Oxford) and Prof. Michael A. Osborn (University of Oxford).
March 1, 2025: I started working as an Assistant Professor at Machine Learning & Systems Laboratory, Graduate School of Information Science and Technology, Osaka University.
March 1, 2025: I started working as a Visiting Scientist in the Structured Learning Team (PI: Prof. Yoshinobu Kawahara) at the RIKEN Center for Advanced Intelligence Project (RIKEN AIP).
February 28, 2025: My research proposal was accepted for a JSPS Grant-in-Aid for Early-Career Scientists.