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12/07/2022
DDoD: Dual Denial of Decision Attacks on Human-AI Teams
Artificial Intelligence (AI) systems have been increasingly used to make...
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07/26/2022
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics
Graph neural networks (GNNs) have demonstrated a significant boost in pr...
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06/30/2022
Fairness and Cost Constrained Privacy-Aware Record Linkage
Record linkage algorithms match and link records from different database...
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09/29/2021
Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making
Algorithmic processes are increasingly employed to perform managerial de...
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06/23/2021
Imitation Learning: Progress, Taxonomies and Opportunities
Imitation learning aims to extract knowledge from human experts' demonst...
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04/15/2021
Variational Co-embedding Learning for Attributed Network Clustering
Recent works for attributed network clustering utilize graph convolution...
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10/16/2020