Improved prediction of bacterial genotype-phenotype associations using interpretable pangenome-spanning regressions JA Lees, TT Mai, M Galardini, NE Wheeler, ST Horsfield, J Parkhill, ... MBio 11 (4), 10.1128/mbio. 01344-20, 2020 | 83* | 2020 |
Regret bounds for lifelong learning P Alquier, TT Mai, M Pontil Proceedings of Machine Learning Research (AISTATS) 54, 261-269, 2016 | 76 | 2016 |
A Bayesian approach for noisy matrix completion: Optimal rate under general sampling distribution TT Mai, P Alquier Electronic Journal of Statistics 9 (1), 823-841, 2015 | 57 | 2015 |
Pseudo-Bayesian quantum tomography with rank-adaptation TT Mai, P Alquier Journal of Statistical Planning and Inference 184, 62-76, 2017 | 28 | 2017 |
Boosting heritability: estimating the genetic component of phenotypic variation with multiple sample splitting TT Mai, P Turner, J Corander BMC Bioinformatics 22 (164), 1-16, 2021 | 13 | 2021 |
A reduced-rank approach to predicting multiple binary responses through machine learning TT Mai Statistics and Computing 33 (6), 136, 2023 | 5 | 2023 |
From bilinear regression to inductive matrix completion: a quasi-Bayesian analysis TT Mai Entropy 25 (2), 333, 2023 | 5 | 2023 |
Pac-bayesian matrix completion with a spectral scaled student prior TT Mai Fourth Symposium on Advances in Approximate Bayesian Inference 2022, 2021 | 5* | 2021 |
Inferring the heritability of bacterial traits in the era of machine learning TT Mai, JA Lees, RA Gladstone, J Corander Bioinformatics Advances 3 (1), vbad027, 2023 | 4 | 2023 |
Evaluation of diagnostic factors used to refer children with constipation for rectal biopsies EG Jaroy, R Emblem, HM Reims, TT Mai, GT Risa, R Ougland International Journal of Colorectal Disease 37 (3), 597-605, 2022 | 4 | 2022 |
Simulation comparisons between Bayesian and de-biased estimators in low-rank matrix completion TT Mai Metron 81 (2), 193–214, 2023 | 3* | 2023 |
High‐dimensional sparse classification using exponential weighting with empirical hinge loss TT Mai Statistica Neerlandica, 2024 | 2 | 2024 |
Optimal quasi-Bayesian reduced rank regression with incomplete response TT Mai, P Alquier arXiv preprint arXiv:2206.08619, 2022 | 2 | 2022 |
Efficient bayesian reduced rank regression using langevin monte carlo approach TT Mai arXiv preprint arXiv:2102.07579, 2021 | 2 | 2021 |
Composite local low-rank structure in learning drug sensitivity TT Mai, L Rønneberg, Z Zhao, M Zucknick, J Corander The 16th International Conference on Computational Intelligence Methods for …, 2019 | 2 | 2019 |
Concentration properties of fractional posterior in 1-bit matrix completion TT Mai arXiv preprint arXiv:2404.08969, 2024 | 1 | 2024 |
On a Low-Rank Matrix Single-Index Model TT Mai Mathematics 11 (9), 2065, 2023 | 1 | 2023 |
An efficient adaptive MCMC algorithm for Pseudo-Bayesian quantum tomography TT Mai Computational Statistics 38 (2), 827–843, 2022 | 1 | 2022 |
Misclassification excess risk bounds for PAC-Bayesian classification via convexified loss TT Mai arXiv preprint arXiv:2408.08675, 2024 | | 2024 |
Concentration of a sparse Bayesian model with Horseshoe prior in estimating high-dimensional precision matrix TT Mai arXiv preprint arXiv:2406.14269, 2024 | | 2024 |