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Topic-Contributed Paper Session

Experimentation and causal inference in the online service industry

Tue, Aug 8, 8:30 AM

Shan BaOrganizerTirthankar DasguptaChair

Section on Physical and Engineering Sciences

6 Presentations

Selection by Prediction: Machine-assisted candidate screening with conformal p-values

8:35 AM - 8:55 AM

Ying Jin (Stanford University)

Co-authors: Emmanuel Candes (Stanford University)

Designing Experiments with Continuous Action Spaces to Rapidly Target Long-term Outcomes

8:55 AM - 9:15 AM

Qing Feng (Meta)

Technical challenges to build Roblox internal experimentation platform from scratch

9:15 AM - 9:35 AM

WITHDRAWN Double Robust Causal Effect Generalization and Transportation under Covariate Shifts

9:15 AM - 9:35 AM

Co-authors: Wenjing Zheng (Netflix)

Towards Optimal Variance Reduction in Online Controlled Experiments

9:35 AM - 9:55 AM

Shan Ba (LinkedIn)

Hierarchical Clustering As a Novel Solution to Multicollinearity in Geo-Level Bayesian Marketing Mix Modeling

9:55 AM - 10:15 AM

Zhiying Gu (Airbnb)

Co-authors: Alex Deng (Airbnb), Jacob Zhu (Airbnb), Linsha Chen (Airbnb), Yufei Wu

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