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
20 items
Dichotomy of Feature Learning and Unlearning: Fast-Slow Analysis on Neural Networks with Stochastic Gradient Descent
2026
Cited
0
High-Dimensional Limit of Stochastic Gradient Flow via Dynamical Mean-Field Theory
2026
Cited
0
Neuron Block Dynamics for XOR Classification with Zero-Margin
2026
Cited
0
Spectral Gradient Descent Mitigates Anisotropy-Driven Misalignment: A Case Study in Phase Retrieval
2026
Cited
0
Finite-Sample Inference for Sparsely Permuted Linear Regression
2026
Cited
0
Zero Generalization Error Theorem for Random Interpolators via Algebraic Geometry
2025
Cited
0
Fast Escape, Slow Convergence: Learning Dynamics of Phase Retrieval under Power-Law Data
2025
Cited
0
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion
2025
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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