Naoki Hamada

Researcher, KLab Inc.

Joined

December 2019

Names

Naoki Hamada (Preferred)

Emails

****@klab.com (Confirmed)

Personal Links

Career & Education History

Researcher

KLab Inc. (klab.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

topological data analysis

2012 – Present

multiobjective optimization

2010 – 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
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