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cs.LG2024
Misalignment, Learning, and Ranking: Harnessing Users Limited Attention
Arpit Agarwal, Rad Niazadeh, Prathamesh Patil
In digital health and EdTech, recommendation systems face a significant challenge: users often choose impulsively, in ways that conflict with the platform's long-term payoffs. This…
cs.LG2021
Online Learning via Offline Greedy Algorithms: Applications in Market Design and Optimization
Rad Niazadeh, Negin Golrezaei, Joshua Wang +2
Motivated by online decision-making in time-varying combinatorial environments, we study the problem of transforming offline algorithms to their online counterparts. We focus on of…