Scholar
Masaaki Imaizumi
Google Scholar ID: 6c0Ljd4AAAAJ
The University of Tokyo / RIKEN AIP
Statistics
Machine Learning
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Citations & Impact
All-time
Citations
1,030
H-index
14
i10-index
17
Publications
20
Co-authors
49
list available
Contact
Email
imaizumi@g.ecc.u-tokyo.ac.jp
CV
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Publications
27 items
Anti Mode-Collapse in Mean-Field Transformer via Auxiliary Variables
2026
Cited
0
Extended Wasserstein-GAN Approach to Causal Distribution Learning: Density-Free Estimation and Minimax Optimality
2026
Cited
0
Minimax Optimal Estimation of Transport-Growth Pairs in Unbalanced Optimal Transport
2026
Cited
0
Spectrum-Adaptive Generalization Bounds for Trained Deep Transformers
2026
Cited
0
Training-Induced Escape from Token Clustering in a Mean-Field Formulation of Transformers
2026
Cited
0
CITE: Anytime-Valid Statistical Inference in LLM Self-Consistency
2026
Cited
0
Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings
2026
Cited
0
Dichotomy of Feature Learning and Unlearning: Fast-Slow Analysis on Neural Networks with Stochastic Gradient Descent
2026
Cited
0
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Resume (English only)
Academic Achievements
Associate Editor, Annals of the Institute of Statistical Mathematics (2020–)
Associate Editor, Statistics and Computing (2024–)
Area Chair / Meta-Reviewer, International Conference on Machine Learning (ICML, 2022–)
Meta-Reviewer, Neural Information Processing Systems (NeurIPS, 2022)
Area Chair, International Conference on Learning Representations (ICLR, 2023–)
Editorial board member, Journal of Machine Learning Research
Committee Member, Japan Statistical Association / Information-Based Induction Sciences and Machine Learning
Research Experience
Associate Professor, Department of Basic Science, Graduate School of Arts and Sciences, Komaba Institute for Science, the University of Tokyo
Team Director, High-Dimensional Structure Theory Team, RIKEN Center for Advanced Intelligence Project (AIP)
Program-Specific Associate Professor, Division of Physics and Astronomy, Graduate School of Science, Kyoto University
Visiting Associate Professor, Research Center for Statistical Machine Learning, The Institute of Statistical Mathematics
Research Fellow, JST FOREST
Co-authors
49 total
Masahiro Kato
Mizuho-DL Financial Technology Co., Ltd. / The University of Tokyo
Kenji Fukumizu
The Institute of Statistical Mathematics
Ryumei Nakada
Rutgers University
Kohei Hayashi
Researcher, Preferred Networks
Akiyoshi Sannai
Kyoto University
Co-author 6
Krikamol Muandet
CISPA - Helmholtz Center for Information Security
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
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