2 papers
stat.ME2014
Active Learning Via Sequential Design and Uncertainty Sampling
Jing Wang, Eunsik Park, Yuan-chin Ivan Chang
Classification is an important task in many fields including biomedical research and machine learning. Traditionally, a classification rule is constructed based a bunch of labeled…
stat.AP2011
Sequential estimation for covariate-adjusted response-adaptive designs
Yuan-chin Ivan Chang, Eunsik Park
In clinical trials, a covariate-adjusted response-adaptive (CARA) design allows a subject newly entering a trial a better chance of being allocated to a superior treatment regimen…