Vol. 1 No. 3 (2022)
open access
Published:
2022-09-22
Articles
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Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes
https://doi.org/10.4208/jml.220404 [An open-access article; the PDF is free to any online user.]39254 4443 -
Bridging Traditional and Machine Learning-Based Algorithms for Solving PDEs: The Random Feature Method
https://doi.org/10.4208/jml.220726 [An open-access article; the PDF is free to any online user.]47128 4769 -
The Cost-Accuracy Trade-Off in Operator Learning with Neural Networks
https://doi.org/10.4208/jml.220509 [An open-access article; the PDF is free to any online user.]40481 4236