Futoshi Futami, Ph.D.
Affiliation
Visiting Researcher at RIKEN AIP
Research Fellow at JST Presto
Contact
futami.fuotshi.es[atmark]osaka-u.ac.jp
Links:Google scholar, research map, github, (My CV can be found here)
Research Interests
Machine learning theory
Statistical learning theory
Algorithmic Stability
Information theory
Machine learning algorithms
Variational inference
Monte Carlo sampling
Kernel methods
Generative models
Education
Mar.2020: Ph.D, Graduate school of Frontier Science, the University of Tokyo
Supervisor: Masashi Sugiyama
Thesis title: Robust and Computationally-Efficient Approximate Bayesian Inference
Mar.2015: M.S. Physics, Graduate school of Science, the University of Tokyo
Supervisor: Seiji Miyashita
Thesis title: Static and dynamical properties of magnetic order in small world networks
Mar.2013:B.A. Physics, the University of Tokyo
Bibliography
Sep.2022 -: Lecturer, Osaka University, Graduate School of Engineering Science
Apr. 2020 - Sep.2022: Researcher, NTT Communication Science Laboratories
June. 2019 - Sep. 2019: Research Internship, Google Brain at Mountain View
Sep. 2018 - Dec. 2018: Research Internship, Microsoft Research Asia
Apr. 2017 – Mar. 2020: Research Assistant, RIKEN Center for Advanced Intelligence Project
Apr. 2015 – Dec. 2016: Staff in Planning division, Financial Services Agency, Japanese Government
Professional Activities
Reviewer: NeurIPS, ICML, ICLR, AISTATS, AAAI, ACML, TMLR, Machine learning, Information geometry