FastSurvival: Hidden Computational Blessings in Training Cox
Proportional Hazards ModelsNeural Information Processing Systems (NeurIPS), 2024 |
A sparse PAC-Bayesian approach for high-dimensional quantile predictionStatistics and computing (Stat. Comput.), 2024 The Tien Mai |
On the Computational Complexity of Private High-dimensional Model
SelectionNeural Information Processing Systems (NeurIPS), 2023 |
Zipper: Addressing degeneracy in algorithm-agnostic inferenceNeural Information Processing Systems (NeurIPS), 2023 |
Understanding Best Subset Selection: A Tale of Two C(omplex)itiesElectronic Journal of Statistics (EJS), 2023 |
Holistic Generalized Linear ModelsJournal of Statistical Software (JSS), 2022 |
A Splicing Approach to Best Subset of Groups SelectionINFORMS journal on computing (IJOC), 2021 |