There exists a non-trivial Lipschitz constant L* that makes a network intrinsically calibrated; LiST finds it automatically via temperature feedback and produces calibrated robust models on CIFAR and Tiny-ImageNet.
A unified algebraic perspective on lipschitz neural networks
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LiST: Lipschitz Scaling Training for Robust and Calibrated Neural Networks
There exists a non-trivial Lipschitz constant L* that makes a network intrinsically calibrated; LiST finds it automatically via temperature feedback and produces calibrated robust models on CIFAR and Tiny-ImageNet.