Shunta Akiyama
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
2
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Survival Analysis via Density Estimation. | Hiroki Yanagisawa, Shunta Akiyama |
| 2024 | ICML | SILVER: Single-loop variance reduction and application to federated learning. | Kazusato Oko, Shunta Akiyama, Denny Wu, Tomoya Murata, Taiji Suzuki |
| 2023 | ICLR | Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods. | Shunta Akiyama, Taiji Suzuki |
| 2023 | ICML | Diffusion Models are Minimax Optimal Distribution Estimators. | Kazusato Oko, Shunta Akiyama, Taiji Suzuki |
| 2021 | ICLR | Benefit of deep learning with non-convex noisy gradient descent: Provable excess risk bound and superiority to kernel methods. | Taiji Suzuki, Shunta Akiyama |
| 2021 | ICML | On Learnability via Gradient Method for Two-Layer ReLU Neural Networks in Teacher-Student Setting. | Shunta Akiyama, Taiji Suzuki |