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Found 5 papers, 0 papers with code
Improving Content Retrievability in Search with Controllable Query Generation
A pre-requisite to discover an entity, e. g. a book, with a search engine is that the entity is retrievable, i. e. there are queries for which the system will surface such entity in the top results.
On Multi-Armed Bandit Designs for Dose-Finding Clinical Trials
We study the problem of finding the optimal dosage in early stage clinical trials through the multi-armed bandit lens.
Pure-Exploration for Infinite-Armed Bandits with General Arm Reservoirs
This paper considers a multi-armed bandit game where the number of arms is much larger than the maximum budget and is effectively infinite.
Adaptively Pruning Features for Boosted Decision Trees
Boosted decision trees enjoy popularity in a variety of applications; however, for large-scale datasets, the cost of training a decision tree in each round can be prohibitively expensive.
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence
We consider the problem of near-optimal arm identification in the fixed confidence setting of the infinitely armed bandit problem when nothing is known about the arm reservoir distribution.
