Explainable AI

Robust Feature Attribution via Integrated Sensitivity Gradients

Robustness to perturbations and sampling noise remains a critical challenge in interpreting machine learning models, particularly for high-stakes applications where unstable …

Rukmangadh Sai Myana

Explaining Protein Folding Networks Using Integrated Gradients and Attention Mechanisms

We apply Explainable AI techniques to elucidate how protein folding models such as AlphaFold and ColabFold make decisions and evaluate these methods' effectiveness in structural …

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Rukmangadh Sai Myana