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math.OC2020★ 1 cited
Online Convex Optimization Perspective for Learning from Dynamically Revealed Preferences
Violet Xinying Chen, Fatma Kılınç-Karzan
We study the problem of online learning (OL) from revealed preferences: a learner wishes to learn a non-strategic agent's private utility function through observing the agent's uti…
math.OC2020★ 2 cited
Balancing Fairness and Efficiency in an Optimization Model
Violet Xinying Chen, J. N. Hooker
Optimization models generally aim for efficiency by maximizing total benefit or minimizing cost. Yet a trade-off between fairness and efficiency is an important element of many pra…