Author

Faezeh Labbaf

h-index 2 View on Semantic Scholar

We have 2 of 6 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

Neuron Activation-based Computation of Logical Explanations for Deep Neural Networks

This paper addresses formal explainability of classifying neural networks by introducing a flexible symbolic framework for an efficient, guided computation of explanations of the NN behavior, parametrized by the activations of internal neurons, and using logical engines such as SMT solvers.

Tomáš Kolárik, Faezeh Labbaf, Fabrizio Leopardi et al. · 0 citations

2026

Using Craig Interpolation for Explanation of Neural Networks (Abstract)

This work introduces space explanations, a logic-based notion of explanation that represents sufficient conditions for a neural network to predict a given class over a (potentially large and geometrically complex) subset of the feature space and demonstrates that the interpolation-based explanations are more meaningful...

Faezeh Labbaf, Tomáš Kolárik, Martin Blicha et al. · CI-BD-SOQE@FLoC · 0 citations