46 citations · 46 across the 11 of their papers we have counts for
4 papers · 1 filter
Sequential Offering in On-Demand Platforms: On the Optimality of Greedy Ranking
Hongyao Ma, Will Ma, Matias Romero
On-demand platforms face the fundamental challenge of fulfilling time-sensitive jobs with independent workers who may decline offers. To minimize delays and unfulfilled jobs, platf…
Experimental Assortments for Choice Estimation and Nest Identification
Xintong Yu, Will Ma, Michael Zhao
What assortments (subsets of items) should be offered, to collect data for estimating a choice model over total items? We propose a structured, non-adaptive experiment design r…
AI Agents for Inventory Control: Human-LLM-OR Complementarity
Jackie Baek, Yaopeng Fu, Will Ma +1
Inventory control is a fundamental operations problem in which ordering decisions are traditionally guided by theoretically grounded operations research (OR) algorithms. However, s…
LLM-SAA: LLM-persona Generated Distributions for Decision-making
Jackie Baek, Yunhan Chen, Ziyu Chi +1
LLMs can generate a wealth of data, ranging from simulated personas imitating human valuations and preferences, to demand forecasts based on world knowledge. But how well do such L…