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01/14/2022
Tools and Practices for Responsible AI Engineering
Responsible Artificial Intelligence (AI) - the practice of developing, e...
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07/06/2021
Principles for Evaluation of AI/ML Model Performance and Robustness
The Department of Defense (DoD) has significantly increased its investme...
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07/08/2020
Fast Training of Deep Neural Networks Robust to Adversarial Perturbations
Deep neural networks are capable of training fast and generalizing well ...
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01/29/2020
Safe Predictors for Enforcing Input-Output Specifications
We present an approach for designing correct-by-construction neural netw...
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06/07/2019
Kernelized Capsule Networks
Capsule Networks attempt to represent patterns in images in a way that p...
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05/08/2019