relevant paper - https://arxiv.org/abs/2207.14358 https://arxiv.org/abs/2207.14358 >A key challenge with the current generation of models is that they are high

relevant paper - https://arxiv.org/abs/2207.14358 https://arxiv.org/abs/2207.14358 >A key challenge with the current generation of models is that they are highly parameterized, which makes describing and interpreting the prediction strategies difficult. We use topological data analysis to transform these complex prediction models into pictures representing a topological view. The result is a map of the predictions that enables inspection.