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math.OC2022
Dynamic Pricing Provides Robust Equilibria in Stochastic Ridesharing Networks
J. Massey Cashore, Peter I. Frazier, Eva Tardos
Ridesharing markets are complex: drivers are strategic, rider demand and driver availability are stochastic, and complex city-scale phenomena like weather induce large scale correl…
math.OC2016★ 2 cited
Multi-Step Bayesian Optimization for One-Dimensional Feasibility Determination
J. Massey Cashore, Lemuel Kumarga, Peter I. Frazier
Bayesian optimization methods allocate limited sampling budgets to maximize expensive-to-evaluate functions. One-step-lookahead policies are often used, but computing optimal multi…