Masaaki Imaizumi

Identifiers

• name variant Masaaki Imaizumi 0.60 · backfill

Papers (16)

1. Anti Mode-Collapse in Mean-Field Transformer via Auxiliary Variables cs.LG · 2026 · author #1
2. Extended Wasserstein-GAN Approach to Causal Distribution Learning: Density-Free Estimation and Minimax Optimality math.ST · 2026 · author #2
3. Minimax Optimal Estimation of Transport-Growth Pairs in Unbalanced Optimal Transport math.ST · 2026 · author #3
4. Training-Induced Escape from Token Clustering in a Mean-Field Formulation of Transformers cs.LG · 2026 · author #3
5. Spectrum-Adaptive Generalization Bounds for Trained Deep Transformers stat.ML · 2026 · author #2
6. CITE: Anytime-Valid Statistical Inference in LLM Self-Consistency stat.ML · 2026 · author #5
7. Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings cs.CL · 2026 · author #3
8. Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion cs.LG · 2025 · author #3
9. On Random Subsampling of Gaussian Process Regression: A Graphon-Based Analysis stat.ML · 2019 · author #2
10. Deep Neural Networks Learn Non-Smooth Functions Effectively stat.ML · 2018 · author #1
11. On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm stat.ML · 2017 · author #1
12. Consistent Nonparametric Different-Feature Selection via the Sparsest $k$-Subgraph Problem stat.ML · 2017 · author #4
13. A simple method to construct confidence bands in functional linear regression math.ST · 2016 · author #1
14. PCA-based estimation for functional linear regression with functional responses math.ST · 2016 · author #1
15. Approximation method for discrete Markov decision models with a large state space stat.CO · 2015 · author #1
16. Doubly Decomposing Nonparametric Tensor Regression stat.ML · 2015 · author #1

Mentions

• 1506.06722 #1 · backfill · confidence 0.70 Masaaki Imaizumi
• 1506.05967 #1 · backfill · confidence 0.70 Masaaki Imaizumi
• 2605.30229 #1 · arxiv_oai · confidence 0.70 Masaaki Imaizumi

Frequent Coauthors

• Kohei Hayashi 4 shared papers
• Noboru Isobe 3 shared papers
• Kengo Kato 2 shared papers
• Daisuke Inoue 1 shared papers
• Donlapark Ponnoprat 1 shared papers
• Hirofumi Ota 1 shared papers
• Hiroki Yanagisawa 1 shared papers
• Hiromi Wakaki 1 shared papers
• Hiroto Kurita 1 shared papers
• Junpei Komiyama 1 shared papers
• Kenji Fukumizu 1 shared papers
• Kentaro Inui 1 shared papers
• Mana Sakai 1 shared papers
• Masanori Koyama 1 shared papers
• Naoto Iwase 1 shared papers
• Ryo Okamoto 1 shared papers
• Satoshi Hara 1 shared papers
• Satoshi Hayakawa 1 shared papers
• Shigeki Takeuchi 1 shared papers
• Sho Yokoi 1 shared papers