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convex neural network

4 papers

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Co-occurring keywords · papers mentioning both

neural network (2) neural entropy closure (1) moment system (1) theoretical consistency (1) bi-lipschitz architecture (1) read-once dnf (1) kkt point (1) entropy closure (1) bi-lipschitz neural network (1) boltzmann equation (1)

Papers

A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness NeurIPS 2024 On the inductive bias of neural networks for learning read-once DNFs UAI 2022 Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation ICML 2022 Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks AAAI 2021