Porcupine Neural Networks: Approximating Neural Network Landscapes

Soheil Feizi, Hamid Javadi, Jesse Zhang, David Tse

Nov-20-2025, 19:33:33 GMT–Neural Information Processing Systems

We show that most local optima of PNN optimizations are global while we have a characterization of regions where bad local optimizers may exist.

artificial intelligence, machine learning, neural network, (15 more...)

Neural Information Processing Systems

Nov-20-2025, 19:33:33 GMT

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