3 papers
cs.LG2025
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
Biyonka Liang, Lily Xu, Aparna Taneja +2
Public health programs often provide interventions to encourage program adherence, and effectively allocating interventions is vital for producing the greatest overall health outco…
stat.ME2024
An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits
Biyonka Liang, Iavor Bojinov
Experimentation is crucial for managers to rigorously quantify the value of a change and determine if it leads to a statistically significant improvement over the status quo. As co…
stat.ME2024
Powerful Partial Conjunction Hypothesis Testing via Conditioning
Biyonka Liang, Lu Zhang, Lucas Janson
A Partial Conjunction Hypothesis (PCH) test combines information across a set of base hypotheses to determine whether some subset is non-null. PCH tests arise in a diverse array of…