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01/17/2023
Causal Falsification of Digital Twins
Digital twins hold substantial promise in many applications, but rigorou...
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06/09/2022
Conformal Off-Policy Prediction in Contextual Bandits
Most off-policy evaluation methods for contextual bandits have focused o...
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03/05/2021
Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness
We propose a variational autoencoder architecture to model both ignorabl...
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07/10/2020
Variational Inference with Continuously-Indexed Normalizing Flows
Continuously-indexed flows (CIFs) have recently achieved improvements ov...
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09/30/2019