Alex P. Miller

Peer reviewed publications:

Alex P. Miller & Kartik Hosanagar, "An investigation of p-hacking in e-commerce A/B testing". Information Systems Research. Forthcoming. (PDF)

Working Papers:

Alex P. Miller & Ron Berman, "Test, Target, & Roll: Optimal explore-first contextual targeting in finite populations"
Alex P. Miller, "Personalized discount targeting in online retail with technographic data"
Alex P. Miller & Kartik Hosanagar, "Meta-analysis of e-commerce A/B testing practices"

Edited volumes:

Alex P. Miller, Kartik Hosanagar and Krishnan Ramayya, "Harnessing AI for Business Insight: Key Considerations for Deploying LLMs in Summarization Pipelines". Forthcoming in: Philipp Hacker, Andreas Engel, Sarah Hammer, Brent Mittelstadt (eds), The Oxford Handbook on the Foundations and Regulation of Generative AI (OUP, 2024) SSRN
Kartik Hosanagar & Alex P. Miller, "Who Do We Blame for the Filter Bubble? On the Roles of Math, Data, and People in Algorithmic Social Systems". In K. Werbach (Ed.), After the Digital Tornado: Networks, Algorithms, Humanity (pp. 103-121). Cambridge: Cambridge University Press. 2020. Links: PDF, HTML

Conference Proceedings:

Alex P. Miller & Kartik Hosanagar, "Personalized discount targeting with causal machine learning". ICIS 2020 Proceedings. (2020) (PDF)