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09/05/2023
Fairness Vs. Personalization: Towards Equity in Epistemic Utility
The applications of personalized recommender systems are rapidly expandi...
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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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05/18/2022
Constraint-Based Causal Structure Learning from Undersampled Graphs
Graphical structures estimated by causal learning algorithms from time s...
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03/21/2022
Dynamic Certification for Autonomous Systems
Autonomous systems are often deployed in complex sociotechnical environm...
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02/25/2016
Causal Discovery from Subsampled Time Series Data by Constraint Optimization
This paper focuses on causal structure estimation from time series data ...
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01/10/2013