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04/25/2023
Certifying Ensembles: A General Certification Theory with S-Lipschitzness
Improving and guaranteeing the robustness of deep learning models has be...
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10/25/2022
HiddenGems: Efficient safety boundary detection with active learning
Evaluating safety performance in a resource-efficient way is crucial for...
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10/08/2022
Robustness of Unsupervised Representation Learning without Labels
Unsupervised representation learning leverages large unlabeled datasets ...
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09/09/2020
Integrated Benchmarking and Design for Reproducible and Accessible Evaluation of Robotic Agents
As robotics matures and increases in complexity, it is more necessary th...
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05/24/2020