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02/23/2021
A Simulation-Based Test of Identifiability for Bayesian Causal Inference
This paper introduces a procedure for testing the identifiability of Bay...
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12/17/2020
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models
Modern software relies heavily on data and machine learning, and affects...
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07/14/2020
Causal Inference using Gaussian Processes with Structured Latent Confounders
Latent confounders—unobserved variables that influence both treatment an...
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10/30/2019
Bayesian causal inference via probabilistic program synthesis
Causal inference can be formalized as Bayesian inference that combines a...
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12/07/2018