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Showing 1 to 4 of 4 for “"Online Allocation"”.
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Online allocation algorithms with applications in computational advertising
Over the last few decades, a wide variety of allocation markets emerged from the Internet and introduced interesting algorithmic challenges, e.g., ad auctions, online dating markets, matching skilled workers to jobs, etc. I focus on the use of allocation algorithms in computational advertising as …
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A robust optimization approach to online problems
In this thesis, we consider online optimization problems that are characterized by incrementally revealed input data and sequential irrevocable decisions that must be made without complete knowledge of the future. We employ a combination of mixed integer optimization (MIO) and robust optimization …
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Fair division: addressing complement-free valuations and online settings
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-20 without embargo terms
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Decision-Making Under Uncertainty: From Theory to Practice
… we study an issue of fairness that arises in online learning. In online learning, it is well-known that good strategies must explore; but exploration is associated with a cost, stemming from playing actions that are eventually revealed to be sub-optimal. We study how this cost of exploration …