The Tien Mai

25 papers A 1Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Heavy Lasso: sparse penalized regression under heavy-tailed noise via data-augmented soft-thresholding.
Stat. Comput.
The Tien Mai
2026 J jnl
Optimal sparse phase retrieval via a quasi-Bayesian approach.
Stat. Comput.
The Tien Mai
2026 J jnl
Robust low-rank estimation with multiple binary responses using pairwise AUC loss.
CoRR
The Tien Mai
2025 J jnl
A sparse PAC-Bayesian approach for high-dimensional quantile prediction.
Stat. Comput.
The Tien Mai
2025 J jnl
Concentration properties of fractional posterior in 1-bit matrix completion.
Mach. Learn.
The Tien Mai
2025 J jnl
Exponential Lasso: robust sparse penalization under heavy-tailed noise and outliers with exponential-type loss.
CoRR
The Tien Mai
2025 J jnl
Misclassification bounds for PAC-Bayesian sparse deep learning.
Mach. Learn.
The Tien Mai
2025 J jnl
On properties of fractional posterior in generalized reduced-rank regression.
J. Multivar. Anal.
The Tien Mai
2025 J jnl
Optimal sparse phase retrieval via a quasi-Bayesian approach.
CoRR
The Tien Mai
2025 J jnl
Sparse classification with positive-confidence data in high dimensions.
CoRR
The Tien Mai, Mai Anh Nguyen, Trung Nghia Nguyen
2024 J jnl
A sparse PAC-Bayesian approach for high-dimensional quantile prediction.
CoRR
The Tien Mai
2024 J jnl
Concentration properties of fractional posterior in 1-bit matrix completion.
CoRR
The Tien Mai
2024 J jnl
Misclassification excess risk bounds for PAC-Bayesian classification via convexified loss.
CoRR
The Tien Mai
2023 J jnl
A reduced-rank approach to predicting multiple binary responses through machine learning.
Stat. Comput.
The Tien Mai
2023 J jnl
An efficient adaptive MCMC algorithm for Pseudo-Bayesian quantum tomography.
Comput. Stat.
The Tien Mai
2023 J jnl
From Bilinear Regression to Inductive Matrix Completion: A Quasi-Bayesian Analysis.
Entropy
The Tien Mai
2023 J jnl
Misclassification excess risk bounds for 1-bit matrix completion.
CoRR
The Tien Mai
2022 — conf
On Regret Bounds for Continual Single-Index Learning.
SAI (1)
The Tien Mai
2021 J jnl
Bayesian matrix completion with a spectral scaled Student prior: theoretical guarantee and efficient sampling.
CoRR
The Tien Mai
2021 J jnl
Boosting heritability: estimating the genetic component of phenotypic variation with multiple sample splitting.
BMC Bioinform.
The Tien Mai, Paul Turner, Jukka Corander
2021 J jnl
Numerical comparisons between Bayesian and frequentist low-rank matrix completion: estimation accuracy and uncertainty quantification.
CoRR
The Tien Mai
2021 J jnl
On continual single index learning.
CoRR
The Tien Mai
2019 — conf
Learning Cancer Drug Sensitivities in Large-Scale Screens from Multi-omics Data with Local Low-Rank Structure.
CIBB
The Tien Mai, Leiv Rønneberg, Zhi Zhao, Manuela Zucknick, Jukka Corander
2017 A conf
Regret Bounds for Lifelong Learning.
AISTATS
Pierre Alquier, The Tien Mai, Massimiliano Pontil
2016 J jnl
Regret Bounds for Lifelong Learning.
CoRR
Pierre Alquier, The Tien Mai, Massimiliano Pontil