2 papers
math.PR2026
Staffing under Taylor's Law: A Unifying Framework for Bridging Square-root and Linear Safety Rules
L. Jeff Hong, Weihuan Huang, Jiheng Zhang +1
Staffing rules are an essential management tool in service industries for meeting target service levels. The square-root safety rule, based on the Poisson arrival assumption, has b…
cs.LG2026
Learning to Simulate: Generative Metamodeling via Quantile Regression
L. Jeff Hong, Yanxi Hou, Qingkai Zhang +1
Stochastic simulation models effectively capture complex system dynamics but are often too slow for real-time decision-making. Traditional metamodeling techniques learn relationshi…