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01/31/2023
Certified Robustness of Learning-based Static Malware Detectors
Certified defenses are a recent development in adversarial machine learn...
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01/08/2023
Bayesian Graphical Entity Resolution Using Exchangeable Random Partition Priors
Entity resolution (record linkage or deduplication) is the process of id...
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09/17/2021
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning
The right to erasure requires removal of a user's information from data ...
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06/12/2020
A general framework for label-efficient online evaluation with asymptotic guarantees
Achieving statistically significant evaluation with passive sampling of ...
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09/13/2019
d-blink: Distributed End-to-End Bayesian Entity Resolution
Entity resolution (ER) (record linkage or de-duplication) is the process...
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03/02/2017
