26 citations · 31 across the 6 of their papers we have counts for
3 papers · 1 filter
On Multi-Armed Bandit Designs for Dose-Finding Clinical Trials
Maryam Aziz, Emilie Kaufmann, Marie-Karelle Riviere
We study the problem of finding the optimal dosage in early stage clinical trials through the multi-armed bandit lens. We advocate the use of the Thompson Sampling principle, a fle…
Pure-Exploration for Infinite-Armed Bandits with General Arm Reservoirs
Maryam Aziz, Kevin Jamieson, Javed Aslam
This paper considers a multi-armed bandit game where the number of arms is much larger than the maximum budget and is effectively infinite. We characterize necessary and sufficient…
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence
Maryam Aziz, Jesse Anderton, Emilie Kaufmann +1
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 dist…