Akinori Tanaka

5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

AAAI (2) AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Naoki Hamada (3) Akiyoshi Sannai (3) Ken Kobayashi (3) Kenichi Bannai (1) Yuji Hirono (1) Kenji Fukushima (1) Masashi Sugiyama (1) Yasunari Hikima (1)

Keywords

multi-objective optimization (2) dimensionality reduction (1) image generation (1) optimal transport (1) group lasso (1) generative adversarial network (1) pareto front (1) pareto set (1) surface fitting (1) bézier simplex fitting (1) simplicial structure (1) asymptotic risk analysis (1) bezier simplex fitting (1) optimal subsample ratio (1) bezier simplex (1) wasserstein distance (1) simplex structure (1)

Papers

Stochastic Gradient Descent for Bézier Simplex Representation of Pareto Set in Multi-Objective Optimization AISTATS 2025

Understanding Diffusion Models by Feynman’s Path Integral ICML 2024

Asymptotic Risk of Bézier Simplex Fitting AAAI 2020

Discriminator optimal transport NIPS 2019

Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019