2 papers
math.OC2022
Online Regenerative Learning
Owen Shen
We study a type of Online Linear Programming (OLP) problem that maximizes the objective function with stochastic inputs. The performance of various algorithms that analyze this typ…
cs.GT2022
Online Revenue Maximization with Unknown Concave Utilities
Owen Shen
We study an online revenue maximization problem where the consumers arrive i.i.d from some unknown distribution and purchase a bundle of products from the sellers. The classical ap…