Multi-Metric Adaptive Experimental Design Under a Fixed Budget with Validation

Qining Zhang, Tanner Fiez, Yi Liu +1

A/B tests in online experiments face statistical power challenges when testing multiple candidates simultaneously, while adaptive experimental designs (AED) alone fall short in inf…