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cs.LG2024
Practical Performative Policy Learning with Strategic Agents
Qianyi Chen, Ying Chen, Bo Li
This paper studies the performative policy learning problem, where agents adjust their features in response to a released policy to improve their potential outcomes, inducing an en…
stat.ME2024
Just Ramp-up: Debiasing Regression-based Estimator for A/B Tests under Network Interference
Qianyi Chen, Bo Li
Network interference complicates A/B testing on online platforms, such as social networks and marketplaces, where causal methods based on single experiments often suffer from signi…