| Phase transitions and sample complexity in Bayes-optimal matrix factorization Y Kabashima, F Krzakala, M Mézard, A Sakata, L Zdeborová IEEE Transactions on information theory 62 (7), 4228-4265, 2016 | 157 | 2016 |
| Funnel landscape and mutational robustness as a result of evolution under thermal noise A Sakata, K Hukushima, K Kaneko Physical review letters 102 (14), 148101, 2009 | 37 | 2009 |
| Statistical mechanics of dictionary learning A Sakata, Y Kabashima Europhysics Letters 103 (2), 28008, 2013 | 29 | 2013 |
| Dimensional reduction in evolving spin-glass model: correlation of phenotypic responses to environmental and mutational changes A Sakata, K Kaneko Physical Review Letters 124 (21), 218101, 2020 | 22 | 2020 |
| Infectious default model with recovery and continuous limits A Sakata, M Hisakado, S Mori Journal of the Physical Society of Japan 76 (5), 054801, 2007 | 15 | 2007 |
| Sample complexity of Bayesian optimal dictionary learning A Sakata, Y Kabashima 2013 IEEE International Symposium on Information Theory, 669-673, 2013 | 12 | 2013 |
| Replica symmetry breaking in an adiabatic spin-glass model of adaptive evolution A Sakata, K Hukushima, K Kaneko Europhysics Letters 99 (6), 68004, 2012 | 11 | 2012 |
| Perfect reconstruction of sparse signals with piecewise continuous nonconvex penalties and nonconvexity control A Sakata, T Obuchi Journal of Statistical Mechanics: Theory and Experiment 2021 (9), 093401, 2021 | 9 | 2021 |
| Active pooling design in group testing based on Bayesian posterior prediction A Sakata Physical Review E 103 (2), 022110, 2021 | 9 | 2021 |
| Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis A Sakata, Y Xu Journal of Statistical Mechanics: Theory and Experiment 2018 (3), 033404, 2018 | 9 | 2018 |
| Bayesian inference of infected patients in group testing with prevalence estimation A Sakata Journal of the Physical Society of Japan 89, 084001, 2020 | 8 | 2020 |
| Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration T Obuchi, A Sakata Journal of Physics A: Mathematical and Theoretical 52 (41), 414003, 2019 | 8 | 2019 |
| Prediction errors for penalized regressions based on generalized approximate message passing A Sakata Journal of Physics A: Mathematical and Theoretical 56 (4), 043001, 2023 | 5 | 2023 |
| Time evolution of the autocorrelation function in dynamical replica theory A Sakata Journal of Physics A: Mathematical and Theoretical 46 (16), 165001, 2013 | 4 | 2013 |
| Statistical-mechanical study of evolution of robustness in noisy environments A Sakata, K Hukushima, K Kaneko Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 80 (5 …, 2009 | 4 | 2009 |
| Effect of weight quantization on learning models by typical case analysis S Kashiwamura, A Sakata, M Imaizumi 2024 IEEE International Symposium on Information Theory (ISIT), 357-362, 2024 | 3 | 2024 |
| Evolutionary shaping of low-dimensional path facilitates robust and plastic switching between phenotypes A Sakata, K Kaneko Physical Review Research 5 (4), 043296, 2023 | 3 | 2023 |
| The effect of optimal self-distillation in noisy gaussian mixture model K Takanami, T Takahashi, A Sakata arXiv preprint arXiv:2501.16226, 2025 | 2 | 2025 |
| Decision theoretic cutoff and ROC analysis for Bayesian optimal group testing A Sakata, Y Kabashima IEEE Transactions on Information Theory 69 (9), 5902-5920, 2023 | 2 | 2023 |
| Estimator of prediction error based on approximate message passing for penalized linear regression A Sakata Journal of Statistical Mechanics: Theory and Experiment 2018 (6), 063404, 2018 | 2 | 2018 |
Yoshiyuki KabashimaInstitute for Physics of Intelligence & Department of Physics, The University of TokyoVerified email at phys.s.u-tokyo.ac.jp
