Macroscopic analysis of vector approximate message passing in a model-mismatched setting T Takahashi, Y Kabashima IEEE Transactions on Information Theory 68 (8), 5579-5600, 2022 | 29 | 2022 |
A statistical mechanics approach to de-biasing and uncertainty estimation in LASSO for random measurements T Takahashi, Y Kabashima Journal of Statistical Mechanics: Theory and Experiment 2018 (07), 073405, 2018 | 15 | 2018 |
A statistical mechanics approach to de-biasing and uncertainty estimation in LASSO for random measurements T Takahashi, Y Kabashima arXiv preprint arXiv:1803.09927, 2018 | 15 | 2018 |
Evidence of a one-step replica symmetry breaking in a three-dimensional Potts glass model T Takahashi, K Hukushima Physical Review E 91 (2), 020102, 2015 | 10 | 2015 |
Average case analysis of Lasso under ultra sparse conditions K Okajima, X Meng, T Takahashi, Y Kabashima International Conference on Artificial Intelligence and Statistics, 11317-11330, 2023 | 5 | 2023 |
Semi-analytic approximate stability selection for correlated data in generalized linear models T Takahashi, Y Kabashima Journal of Statistical Mechanics: Theory and Experiment 2020 (09), 093402, 2020 | 5 | 2020 |
Compressed sensing radar detectors under the row-orthogonal design model: a statistical mechanics perspective S Na, T Huang, Y Liu, T Takahashi, Y Kabashima, X Wang IEEE Transactions on Signal Processing, 2023 | 4 | 2023 |
Stationary Bootstrap: A Refined Error Estimation for Equilibrium Time Series Y Nishikawa, J Takahashi, T Takahashi arXiv preprint arXiv:2112.11837, 2021 | 4 | 2021 |
The Role of Pseudo-labels in Self-training Linear Classifiers on High-dimensional Gaussian Mixture Data T Takahashi arXiv preprint arXiv:2205.07739, 2024 | 2* | 2024 |
Compressed sensing radar detectors based on weighted lasso S Na, Y Kabashima, T Takahashi, T Huang, Y Liu, X Wang arXiv preprint arXiv:2306.17372, 2023 | 2 | 2023 |
Replicated vector approximate message passing for resampling problem T Takahashi, Y Kabashima arXiv preprint arXiv:1905.09545, 2019 | 2 | 2019 |
Role of bootstrap averaging in generalized approximate message passing T Takahashi 2023 IEEE International Symposium on Information Theory (ISIT), 767-772, 2023 | 1 | 2023 |
Statistical mechanics analysis of generalized multi-dimensional knapsack problems Y Nakamura, T Takahashi, Y Kabashima Journal of Physics A: Mathematical and Theoretical 55 (37), 375003, 2022 | 1 | 2022 |
Replica Analysis for Ensemble Techniques in Variable Selection T Takahashi arXiv preprint arXiv:2408.16799, 2024 | | 2024 |
A replica analysis of under-bagging T Takahashi arXiv preprint arXiv:2404.09779, 2024 | | 2024 |
Asymptotic Dynamics of Alternating Minimization for Bilinear Regression K Okajima, T Takahashi arXiv preprint arXiv:2402.04751, 2024 | | 2024 |