Analysis and Local Convergence Proof of a Constrained Optimization Algorithm for Training Neural Networks

Local convergence analysis of a primal-dual Adam method for constrained neural network training.

References

2024

  1. Analysis and Local Convergence Proof of a Constrained Optimization Algorithm for Training Neural Networks
    Andrei Kanavalau, and Sanjay Lall
    In 2024 IEEE Conference on Control Technology and Applications (CCTA), 2024
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