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The Robustness of Machine Learning Models
In this episode, we look at the robustness of machine learning models from two different perspectives. The first is essentially adversail robustness and how it is now commonly looked at in machine learning. And the second which i find actually more interesting now, is social robustness. That basically looks at whether these models are free from discrimination and eno proliferation of bias.