24 citations · 81 across the 24 of their papers we have counts for
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q-bio.GN2022
Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data
Utku Ozbulak, Solha Kang, Jasper Zuallaert +2
Even though deep neural networks (DNNs) achieve state-of-the-art results for a number of problems involving genomic data, getting DNNs to explain their decision-making process has…
cs.LG2022
Exact Feature Collisions in Neural Networks
Utku Ozbulak, Manvel Gasparyan, Shodhan Rao +2
Predictions made by deep neural networks were shown to be highly sensitive to small changes made in the input space where such maliciously crafted data points containing small pert…