Incentive Alignment in Online Experimentation

arXiv:2610.05922 · cs.GT, cs.AI, cs.LG · Submitted 2026-10-05 · Read on arXiv

cs.GT, cs.AI, cs.LG

Submitted: 2026-10-05

Updated: 2026-10-06

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Alignment — 1× in this paper · explained in 1 episode

Sources

• Optimal Inference After Model Selection
• Strategic Hypothesis Testing
• Democratizing online controlled experiments at Booking.com
• Breaking the Winner's Curse with Bayesian Hybrid Shrinkage
• Breaking the Winner's Curse with Bayesian Hybrid Shrinkage
• Sharp Results for Hypothesis Testing with Risk-Sensitive Agents
• Instance-Adaptive Hypothesis Tests with Heterogeneous Agents

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