3 papers
math.OC2026
Necessary Optimality Conditions for Integrated Learning and Optimization Problem in Contextual Optimization
Yuan Tao, Huifu Xu
Integrated learning and optimization (ILO) is a framework in contextual optimization which aims to train a predictive model for the probability distribution of the underlying probl…
math.OC2025
Quantification of Errors of the Performance Estimators in the Linear-Quantized Precoding Models for Massive MIMO Systems
Jie Zhang, Huifu Xu
Massive MIMO (Multiple-Input Multiple-Output) is a key enabler for 5G and future wireless systems, boosting channel capacity, energy efficiency, and spectral efficiency. However, h…
math.OC2025
Existence and Uniqueness Theorem of Continuous and Monotone Bayesian Nash Equilibrium and Stability Analysis
Ziheng Su, Huifu Xu
Since the seminal work by Meirowitz, there has been growing attention on the existence and uniqueness of continuous Bayesian Nash equilibria. In the existing literature, existence…