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math.OC2025
Sparse Convex Quantile Regression: A Generalized Benders Decomposition Approach
Xiaoyu Luo, Chuanhou Gao
We develop a scalable algorithmic framework for sparse convex quantile regression (SCQR), addressing key computational challenges in the literature. Enhancing the classical CQR mod…
math.OC2023
Heuristic Learning for Co-Design Scheme of Optimal Sequential Attack
Xiaoyu Luo, Haoxuan Pan, Chongrong Fang +3
This paper considers a novel co-design problem of the optimal \textit{sequential} attack, whose attack strategy changes with the time series, and in which the \textit{sequential} a…