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cs.GT2026
Prophet Inequality with Conservative Prediction
Johannes Brüstle, Ilan Reuven Cohen, Stefano Leonardi
Prophet inequalities compare online stopping strategies against an omniscient "prophet" using distributional knowledge. In this work, we augment this model with a conservative pred…
cs.GT2023
A General Framework for Learning-Augmented Online Allocation
Ilan Reuven Cohen, Debmalya Panigrahi
Online allocation is a broad class of problems where items arriving online have to be allocated to agents who have a fixed utility/cost for each assigned item so to maximize/minimi…
cs.GT2015
Pricing Online Decisions: Beyond Auctions
Ilan Reuven Cohen, Alon Eden, Amos Fiat +1
We consider dynamic pricing schemes in online settings where selfish agents generate online events. Previous work on online mechanisms has dealt almost entirely with the goal of ma…