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03/21/2023
Improving Content Retrievability in Search with Controllable Query Generation
An important goal of online platforms is to enable content discovery, i....
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11/29/2022
"I Want to Figure Things Out": Supporting Exploration in Navigation for People with Visual Impairments
Navigation assistance systems (NASs) aim to help visually impaired peopl...
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03/17/2019
On Multi-Armed Bandit Designs for Phase I Clinical Trials
We study the problem of finding the optimal dosage in a phase I clinical...
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11/15/2018
Pure-Exploration for Infinite-Armed Bandits with General Arm Reservoirs
This paper considers a multi-armed bandit game where the number of arms ...
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05/19/2018
Adaptively Pruning Features for Boosted Decision Trees
Boosted decision trees enjoy popularity in a variety of applications; ho...
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03/13/2018