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02/16/2023
Local Causal Discovery for Estimating Causal Effects
Even when the causal graph underlying our data is unknown, we can use ob...
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02/14/2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction
Faced with data-driven policies, individuals will manipulate their featu...
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05/19/2022
Homophily and Incentive Effects in Use of Algorithms
As algorithmic tools increasingly aid experts in making consequential de...
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08/20/2021
Efficient Online Estimation of Causal Effects by Deciding What to Observe
Researchers often face data fusion problems, where multiple data sources...
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06/13/2021
Correcting Exposure Bias for Link Recommendation
Link prediction methods are frequently applied in recommender systems, e...
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03/31/2021
Passive Inter-Photon Imaging
Digital camera pixels measure image intensities by converting incident l...
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06/21/2020
Quanta Burst Photography
Single-photon avalanche diodes (SPADs) are an emerging sensor technology...
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03/26/2020
Estimating Treatment Effects with Observed Confounders and Mediators
Given a causal graph, the do-calculus can express treatment effects as f...
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12/01/2017