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Contextual First-Price Auctions with Budgets
The internet advertising market is a multi-billion dollar industry, in w...
02/20/2021 ∙ by Santiago Balseiro, et al. ∙
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The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems
Online allocation problems with resource constraints are central problem...
11/18/2020 ∙ by Santiago Balseiro, et al. ∙
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Regularized Online Allocation Problems: Fairness and Beyond
Online allocation problems with resource constraints have a rich history...
07/01/2020 ∙ by Santiago Balseiro, et al. ∙
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Contextual Bandits with Cross-learning
In the classical contextual bandits problem, in each round t, a learner ...
09/25/2018 ∙ by Santiago Balseiro, et al. ∙
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