AI RESEARCH
Minimal Sufficient Representations for Self-interpretable Deep Neural Networks
arXiv CS.LG
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ArXi:2603.24041v1 Announce Type: cross Deep neural networks (DNNs) achieve remarkable predictive performance but remain difficult to interpret, largely due to overparameterization that obscures the minimal structure required for interpretation. Here we