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05/04/2023
Correcting for Interference in Experiments: A Case Study at Douyin
Interference is a ubiquitous problem in experiments conducted on two-sid...
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06/06/2022
Markovian Interference in Experiments
We consider experiments in dynamical systems where interventions on some...
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02/14/2022
Synthetically Controlled Bandits
This paper presents a new dynamic approach to experiment design in setti...
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10/22/2021
Uncertainty Quantification For Low-Rank Matrix Completion With Heterogeneous and Sub-Exponential Noise
The problem of low-rank matrix completion with heterogeneous and sub-exp...
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06/05/2021
Learning Treatment Effects in Panels with General Intervention Patterns
The problem of causal inference with panel data is a central econometric...
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06/23/2020
Solving the Phantom Inventory Problem: Near-optimal Entry-wise Anomaly Detection
We observe that a crucial inventory management problem ('phantom invento...
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06/11/2020
