Replica analysis of overfitting in generalized linear regression models ACC Coolen, M Sheikh, A Mozeika, F Aguirre-Lopez, F Antenucci Journal of Physics A: Mathematical and Theoretical 53 (36), 365001, 2020 | 24 | 2020 |
Analysis of overfitting in the regularized Cox model M Sheikh, ACC Coolen Journal of Physics A: Mathematical and Theoretical 52 (38), 384002, 2019 | 10 | 2019 |
Exact results on high-dimensional linear regression via statistical physics A Mozeika, M Sheikh, F Aguirre-Lopez, F Antenucci, ACC Coolen Physical Review E 103 (4), 042142, 2021 | 6 | 2021 |
Accurate Bayesian data classification without hyperparameter cross-validation M Sheikh, ACC Coolen Journal of Classification 37 (2), 277-297, 2020 | 6 | 2020 |
Improved resection margins in breast-conserving surgery using Terahertz Pulsed imaging data A Santaolalla, M Sheikh, M Van Hemelrijck, A Portieri, ACC Coolen arXiv preprint arXiv:1805.01349, 2018 | 1 | 2018 |
Viral Load Inference of High Dynamic Range Signals using Non-Adaptive Pooled Testing M Sheikh, D Saad Physica Scripta, 2025 | | 2025 |
Viral Load Inference in Non-Adaptive Pooled Testing M Sheikh, D Saad arXiv preprint arXiv:2403.09130, 2024 | | 2024 |
Some exact results for the statistical physics problem of high-dimensional linear regression A Mozeika, F Aguirre-Lopez, M Sheikh, F Antenucci, ACC Coolen arXiv e-prints, arXiv: 2009.13229, 2020 | | 2020 |
Statistical Inference in High Dimensions and Applications to Medical Data M Sheikh | | 2019 |
Accurate Bayesian Data Classification without Hyperparameter Cross-validation ACC Coolen, M Sheikh JOURNAL OF CLASSIFICATION, 2019 | | 2019 |