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08/17/2021
Identifying Biased Subgroups in Ranking and Classification
When analyzing the behavior of machine learning algorithms, it is import...
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03/11/2019
Learning Edge Properties in Graphs from Path Aggregations
Graph edges, along with their labels, can represent information of funda...
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02/10/2019
Identifying Fake News from Twitter Sharing Data: A Large-Scale Study
Social networks offer a ready channel for fake and misleading news to sp...
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02/01/2019
A New Family of Neural Networks Provably Resistant to Adversarial Attacks
Adversarial attacks add perturbations to the input features with the int...
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09/25/2018
Neural Networks with Structural Resistance to Adversarial Attacks
In adversarial attacks to machine-learning classifiers, small perturbati...
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11/21/2016
