2 papers
cs.LG2025
Fragility-aware Classification for Understanding Risk and Improving Generalization
Chen Yang, Zheng Cui, Daniel Zhuoyu Long +2
Classification models play a central role in data-driven decision-making applications such as medical diagnosis, recommendation systems, and risk assessment. Traditional performanc…
math.OC2024
Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization
Yue Lin, Daniel Zhuoyu Long, Viet Anh Nguyen +1
Two-stage risk-averse distributionally robust optimization (DRO) problems are ubiquitous across many engineering and business applications. Despite their promising resilience, two-…