2 papers
math.OC2026
Optimization with Multi-sourced Information and Unknown Reliability: A Distributionally Robust Approach
Yanru Guo, Ruiwei Jiang, Siqian Shen
In problems that involve input parameter information gathered from multiple data sources with varying reliability, incorporating decision makers' trust on different sources in opti…
math.OC2024
Distributionally Robust Resource Allocation with Trust-aided Parametric Information Fusion
Yanru Guo, Bo Zhou, Ruiwei Jiang +3
Reference information plays an essential role for making decisions under uncertainty, yet may vary across multiple data sources. In this paper, we study resource allocation in stoc…