Ablation Testing Neural Networks: The Compensatory Masquerade | Towards Data Science

Disruptively testing parts of neural networks and other ML architectures to make them more robust In a similar fashion to how a person’s intellect can be stress tested, Artificial Neural Netw...

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Ablation Testing Neural Networks: The Compensatory Masquerade | Towards Data Science

Source: Towards Data Science

Disruptively testing parts of neural networks and other ML architectures to make them more robust In a similar fashion to how a person’s intellect can be stress tested, Artificial Neural Networks can be subjected to a gamut of tests to evaluate how robust they are to different kinds of disruption, by running what’s called controlled Ablation Testing. Before we get […]