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econ.EM2022
Strategyproof Decision-Making in Panel Data Settings and Beyond
Keegan Harris, Anish Agarwal, Chara Podimata +1
We consider the problem of decision-making using panel data, in which a decision-maker gets noisy, repeated measurements of multiple units (or agents). We consider a setup where th…
cs.LG2022
Density-Based Algorithms for Corruption-Robust Contextual Search and Convex Optimization
Renato Paes Leme, Chara Podimata, Jon Schneider
We study the problem of contextual search, a generalization of binary search in higher dimensions, in the adversarial noise model. Let be the dimension of the problem, be t…