Regret Bounds for Lifelong Learning. - Pierre Alquier; The Tien Mai; Massimiliano Pontil (AISTATS, 2017)

Learning Cancer Drug Sensitivities in Large-Scale Screens from Multi-omics Data with Local Low-Rank Structure. - The Tien Mai; Leiv Rønneberg; Zhi Zhao; Manuela Zucknick; Jukka Corander (CIBB, 2019)

Boosting heritability: estimating the genetic component of phenotypic variation with multiple sample splitting. - The Tien Mai; Paul Turner; Jukka Corander (BMC Bioinform., 2021)

On continual single index learning. - The Tien Mai (CoRR, 2021)

Numerical comparisons between Bayesian and frequentist low-rank matrix completion: estimation accuracy and uncertainty quantification. - The Tien Mai (CoRR, 2021)

Bayesian matrix completion with a spectral scaled Student prior: theoretical guarantee and efficient sampling. - The Tien Mai (CoRR, 2021)

On Regret Bounds for Continual Single-Index Learning. - The Tien Mai (SAI (1), 2022)

Misclassification excess risk bounds for 1-bit matrix completion. - The Tien Mai (CoRR, 2023)

From Bilinear Regression to Inductive Matrix Completion: A Quasi-Bayesian Analysis. - The Tien Mai (Entropy, 2023)

An efficient adaptive MCMC algorithm for Pseudo-Bayesian quantum tomography. - The Tien Mai (Comput. Stat., 2023)

A reduced-rank approach to predicting multiple binary responses through machine learning. - The Tien Mai (Stat. Comput., 2023)

Misclassification excess risk bounds for PAC-Bayesian classification via convexified loss. - The Tien Mai (CoRR, 2024)

On properties of fractional posterior in generalized reduced-rank regression. - The Tien Mai (J. Multivar. Anal., 2025)

Concentration properties of fractional posterior in 1-bit matrix completion. - The Tien Mai (Mach. Learn., 2025)

Misclassification bounds for PAC-Bayesian sparse deep learning. - The Tien Mai (Mach. Learn., 2025)

Optimal sparse phase retrieval via a quasi-Bayesian approach. - The Tien Mai (CoRR, 2025)

A sparse PAC-Bayesian approach for high-dimensional quantile prediction. - The Tien Mai (Stat. Comput., 2025)