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01/13/2023
Mutation Testing of Deep Reinforcement Learning Based on Real Faults
Testing Deep Learning (DL) systems is a complex task as they do not beha...
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08/11/2022
A Probabilistic Framework for Mutation Testing in Deep Neural Networks
Context: Mutation Testing (MT) is an important tool in traditional Softw...
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12/26/2021
Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow
Deep Learning (DL) frameworks are now widely used, simplifying the creat...
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07/26/2021
How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review
Context: Machine Learning (ML) has been at the heart of many innovations...
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07/10/2021