Akinori Tanaka

Associate Professor, RIKEN

Joined

December 2019

Names

Akinori Tanaka

Emails

****@riken.jp (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Associate Professor

RIKEN (riken.jp)

2022 – Present

Postdoc

RIKEN (riken.jp)

2015 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

generative models

,

deep generative models

2017 – Present

application of ml to physics

2017 – Present

Publications

Stochastic Gradient Descent for Bézier Simplex Representation of Pareto Set in Multi-Objective Optimization
Yasunari Hikima, Ken Kobayashi, Akinori Tanaka, Akiyoshi Sannai, Naoki Hamada
- AISTATS 2025 Poster
- Readers: Everyone
Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization
Akiyoshi Sannai, Yasunari Hikima, Ken Kobayashi, Akinori Tanaka, Naoki Hamada
- Accepted by TMLR
- Readers: Everyone
Understanding Diffusion Models by Feynman's Path Integral
Yuji Hirono, Akinori Tanaka, Kenji Fukushima
- ICML 2024 Poster
- Readers: Everyone
Bézier Simplex Fitting: Describing Pareto Fronts of Simplicial Problems with Small Samples in Multi-Objective Optimization.
Ken Kobayashi, Naoki Hamada, Akiyoshi Sannai, Akinori Tanaka, Kenichi Bannai, Masashi Sugiyama
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

Co-Authors