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Imaizumi, Masaaki
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1

Distribution-on-distribution regression with Wasserstein me..:

Okano, Ryo ; Imaizumi, Masaaki
Journal of Multivariate Analysis.  203 (2024)  - p. 105334 , 2024
Link: https://doi.org/10.1016/..
 
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2

Augmented projection Wasserstein distances: Multi-dimension..:

Sugimoto, Miyu ; Okano, Ryo ; Imaizumi, Masaaki
Journal of Statistical Planning and Inference.  233 (2024)  - p. 106185 , 2024
Link: https://doi.org/10.1016/..
 
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3

On Generalization Bounds for Deep Networks Based on Loss Su..:

Imaizumi, Masaaki ; Schmidt-Hieber, Johannes
IEEE Transactions on Information Theory.  69 (2023)  2 - p. 1203-1223 , 2023
Link: https://doi.org/10.1109/..
 
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4

Instrumental variable regression via kernel maximum moment ..:

Zhang, Rui ; Imaizumi, Masaaki ; Schölkopf, Bernhard.
Journal of Causal Inference.  11 (2023)  1 - p. , 2023
Link: https://doi.org/10.1515/..
 
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5

Fréchet Kernel for Trajectory Data Analysis:

, In: Proceedings of the 29th International Conference on Advances in Geographic Information Systems,
Takeuchi, Koh ; Imaizumi, Masaaki ; Kanda, Shunsuke... - p. 221-224 , 2021
Link: https://dl.acm.org/doi/1..
 
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6

A SIMPLE METHOD TO CONSTRUCT CONFIDENCE BANDS IN FUNCTIONAL..:

Imaizumi, Masaaki ; Kato, Kengo
Statistica Sinica.  29 (2019)  4 - p. 2055-2081 , 2019
Link: https://www.jstor.org/st..
 
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7

PCA-based estimation for functional linear regression with ..:

Imaizumi, Masaaki ; Kato, Kengo
Journal of Multivariate Analysis.  163 (2018)  - p. 15-36 , 2018
Link: https://doi.org/10.1016/..
 
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8

Effect of Weight Quantization on Learning Models by Typical..:

Kashiwamura, Shuhei ; Sakata, Ayaka ; Imaizumi, Masaaki
http://arxiv.org/abs/2401.17269.  , 2024
Link: http://arxiv.org/abs/240..
 
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9

Sup-Norm Convergence of Deep Neural Network Estimator for N..:

Imaizumi, Masaaki
http://arxiv.org/abs/2307.04042.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

Uniform Confidence Band for Optimal Transport Map on One-Di..:

Ponnoprat, Donlapark ; Okano, Ryo ; Imaizumi, Masaaki
http://arxiv.org/abs/2307.09257.  , 2023
Link: http://arxiv.org/abs/230..
 
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11

Instrumental variable regression via kernel maximum moment ..:

Zhang Rui ; Imaizumi Masaaki ; Schölkopf Bernhard.
https://doi.org/10.1515/jci-2022-0073.  , 2023
Link: https://doi.org/10.1515/..
 
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12

High-dimensional Contextual Bandit Problem without Sparsity:

Komiyama, Junpei ; Imaizumi, Masaaki
http://arxiv.org/abs/2306.11017.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

CATE Lasso: Conditional Average Treatment Effect Estimation..:

Kato, Masahiro ; Imaizumi, Masaaki
http://arxiv.org/abs/2310.16819.  , 2023
Link: http://arxiv.org/abs/231..
 
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14

Feasible Adjustments of Statistical Inference in High-Dimen..:

Sawaya, Kazuma ; Uematsu, Yoshimasa ; Imaizumi, Masaaki
http://arxiv.org/abs/2305.17731.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

Synthetic Control Methods by Density Matching under Implici..:

Kato, Masahiro ; Ohda, Akari ; Imaizumi, Masaaki.
http://arxiv.org/abs/2307.11127.  , 2023
Link: http://arxiv.org/abs/230..
 
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