The Power of Adaptivity in Identifying Statistical Alternatives

This paper studies the trade-off between two different kinds of pure exploration: breadth versus depth. We focus on the most biased coin problem, asking how many total coin flips are required to identify a "heavy" coin from an infinite bag containing both "heavy" coins with mean