… the stochastic multi-armed bandit problem known as good arm identification (GAI). GAI is a …
good arms as possible using the fewest number of samples. A good arm is defined as an arm …

… -dependent adaptive episodes and adds Laplace noise to ensure a good privacyutility trade-off.
… information on Differential Privacy (DP) in Section 2.1, and Best-Arm Identification in the …

… Best Arm Identification (BAI) problems are progressively … with fixed confidence under ϵ-global
Differential Privacy (DP). First… algorithms since they have good theoretical guarantees and …

… Therefore, best-arm identification algorithms are a good fit for … multi-armed bandits using
differential privacy techniques [5, 6… line of work based on differential privacy and our work based …

… 2.1 Good Arm Identification Kano [11] proposed a formulation of the good arm identification
problem, derived from the threshold bandit problem. This formulation addresses a new type …

… offer numerous advantages for arm signature identification. The prototype … arm signature
system. Experience with this prototype system has demonstrated that the S-Model identification …

… In this situation, the well-known differential privacy (DP) (… 2006) framework ensures good
guarantees against privacy … and not the best arm itself), we seek differential privacy with respect …

… Here direct identification of physical parameters of flexible robots are … robot arm can be
described by a partial differential equation. However it is found that a linear model gives good …

… good chance to be replicated with other data. In this paper, we propose a new method for
predictive subgroup identification, termed the subgroup identification … to two arms (placebo and …

… of the MNAR dataset allows the identification of true DEPs of … arm to be good. It would be
hard to consistently and adequately identify small effects with less than five samples per arm…