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03/28/2023
XAIR: A Framework of Explainable AI in Augmented Reality
Explainable AI (XAI) has established itself as an important component of...
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12/26/2022
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks
We propose a fairness-aware learning framework that mitigates intersecti...
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11/29/2017
Dimension Reduction for Robust Covariate Shift Correction
In the covariate shift learning scenario, the training and test covariat...
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10/18/2015
Causal Falling Rule Lists
A causal falling rule list (CFRL) is a sequence of if-then rules that sp...
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04/27/2015
Modeling Recovery Curves With Application to Prostatectomy
We propose a Bayesian model that predicts recovery curves based on infor...
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11/21/2014