Naoki Hamada

4 papers · 2019–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

AAAI (3) AISTATS (1)

Top co-authors

Ken Kobayashi (3) Akiyoshi Sannai (3) Akinori Tanaka (3) Daichi Yamazaki (1) Yasunari Hikima (1) Atsushi Takada (1) Yudai Yoshida (1) Takayuki Shimotomai (1) Kenichi Bannai (1) Taiga Yamamoto (1)

Research topics

Mathematics & Optimization (3) Optimization (3) Mathematics (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Machine Learning (1) Applications (1) Architectures (1) Core AI (1) Models (1) Optimization & Theory (1)

Keywords

multi-objective optimization (3) pareto set (2) bezier simplex (2) group lasso (1) generative model (1) convergence rate (1) deep generative model (1) pareto front (1) music generation (1) music processing (1) chart generation (1) surface fitting (1) rhythm action game (1) bézier simplex fitting (1) simplicial structure (1) musical structure (1) asymptotic risk analysis (1) bezier simplex fitting (1) optimal subsample ratio (1) dimensionality reduction (1)

Papers

Stochastic Gradient Descent for Bézier Simplex Representation of Pareto Set in Multi-Objective Optimization AISTATS 2025 GenéLive! Generating Rhythm Actions in Love Live! AAAI 2023 Asymptotic Risk of Bézier Simplex Fitting AAAI 2020 Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019