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math.OC2022
Uniformly Bounded Regret in Dynamic Fair Allocation
Santiago R. Balseiro, Shangzhou Xia
We study a dynamic allocation problem in which sequentially arriving divisible resources are to be allocated to a number of agents with linear utilities. The marginal utilities…
math.OC2022★ 4 cited
Analysis of Dual-Based PID Controllers through Convolutional Mirror Descent
Santiago R. Balseiro, Haihao Lu, Vahab Mirrokni +1
Dual-based proportional-integral-derivative (PID) controllers are often employed in practice to solve online allocation problems with global constraints, such as budget pacing in o…