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

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Vol. 1 (2022), Issue 1

Vol. 1 (2022), Issue 1

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Year: 2022

Journal of Machine Learning, Vol. 1 (2022)

Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space

Journal Article

Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space

Journal of Machine Learning, Vol. 1 (2022), Iss. 1 : pp. 1–37

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Ab-Initio Study of Interacting Fermions at Finite Temperature with Neural Canonical Transformation

Journal Article

Ab-Initio Study of Interacting Fermions at Finite Temperature with Neural Canonical Transformation

Journal of Machine Learning, Vol. 1 (2022), Iss. 1 : pp. 38–59

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Embedding Principle: A Hierarchical Structure of Loss Landscape of Deep Neural Networks

Journal Article

Embedding Principle: A Hierarchical Structure of Loss Landscape of Deep Neural Networks

Journal of Machine Learning, Vol. 1 (2022), Iss. 1 : pp. 60–113

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DeePN$^2$: A Deep Learning-Based Non-Newtonian Hydrodynamic Model

Journal Article

DeePN$^2$: A Deep Learning-Based Non-Newtonian Hydrodynamic Model

Journal of Machine Learning, Vol. 1 (2022), Iss. 1 : pp. 114–140

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