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02/17/2022
Should I send this notification? Optimizing push notifications decision making by modeling the future
Most recommender systems are myopic, that is they optimize based on the ...
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01/19/2022
Learning to Rank For Push Notifications Using Pairwise Expected Regret
Listwise ranking losses have been widely studied in recommender systems....
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12/17/2019
Waiting but not Aging: Age-of-Information and Utility Optimization Under the Pull Model
The Age-of-Information (AoI) has recently been proposed as an important ...
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09/12/2017
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits
In this paper, we propose and study opportunistic bandits - a new varian...
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04/25/2016
Double Thompson Sampling for Dueling Bandits
In this paper, we propose a Double Thompson Sampling (D-TS) algorithm fo...
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04/27/2015