3 papers
cs.CL2025
The Bias is in the Details: An Assessment of Cognitive Bias in LLMs
R. Alexander Knipper, Charles S. Knipper, Kaiqi Zhang +3
As Large Language Models (LLMs) are increasingly embedded in real-world decision-making processes, it becomes crucial to examine the extent to which they exhibit cognitive biases.…
stat.AP2020
Bias Variance Tradeoff in Analysis of Online Controlled Experiments
Ali Mahmoudzadeh, Sophia Liu, Sol Sadeghi +2
Many organizations utilize large-scale online controlled experiments (OCEs) to accelerate innovation. Having high statistical power to detect small differences between control and…
stat.AP2019
On Heavy-user Bias in A/B Testing
Yu Wang, Somit Gupta, Jiannan Lu +2
On-line experimentation (also known as A/B testing) has become an integral part of software development. To timely incorporate user feedback and continuously improve products, many…