Global Science Press: Vol. 1 (2022), Issue 3

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Vol. 1 (2022), Issue 3

Vol. 1 (2022), Issue 3

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Year: 2022

Journal of Machine Learning, Vol. 1 (2022)

Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes

Journal Article

Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes

Journal of Machine Learning, Vol. 1 (2022), Iss. 3 : pp. 247–267

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Bridging Traditional and Machine Learning-Based Algorithms for Solving PDEs: The Random Feature Method

Journal Article

Bridging Traditional and Machine Learning-Based Algorithms for Solving PDEs: The Random Feature Method

Journal of Machine Learning, Vol. 1 (2022), Iss. 3 : pp. 268–298

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The Cost-Accuracy Trade-Off in Operator Learning with Neural Networks

Journal Article

The Cost-Accuracy Trade-Off in Operator Learning with Neural Networks

Journal of Machine Learning, Vol. 1 (2022), Iss. 3 : pp. 299–341

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