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09/19/2023
Ad-load Balancing via Off-policy Learning in a Content Marketplace
Ad-load balancing is a critical challenge in online advertising systems,...
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12/18/2022
Task Preferences across Languages on Community Question Answering Platforms
With the steady emergence of community question answering (CQA) platform...
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10/11/2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders
The ability to answer causal questions is crucial in many domains, as ca...
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04/22/2022
Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing
We consider the task of sequencing tracks on music streaming platforms w...
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07/25/2020
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions
Users of music streaming, video streaming, news recommendation, and e-co...
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12/31/2018
The Music Streaming Sessions Dataset
At the core of many important machine learning problems faced by online ...
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11/28/2018
Towards Task Understanding in Visual Settings
We consider the problem of understanding real world tasks depicted in vi...
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06/10/2017
Characterizing and Predicting Supply-side Engagement on Crowd-contributed Video Sharing Platforms
Video sharing and entertainment websites have rapidly grown in popularit...
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06/06/2017
