Hongseok Yang

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Hoil Lee

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Publications

2023
[j27]
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Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee, Hongseok Yang, Francois Caron:
Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility. J. Mach. Learn. Res. 24: 289:1-289:78 (2023)
[i35]
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  - journals/corr/abs-2302-01002
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Francois Caron, Fadhel Ayed, Paul Jung, Hoil Lee, Juho Lee, Hongseok Yang:
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning. CoRR abs/2302.01002 (2023)
2022
[i29]
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  - journals/corr/abs-2205-08187
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Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee, Hongseok Yang, François Caron:
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility. CoRR abs/2205.08187 (2022)
2021
[i25]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-2106-11064
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Paul Jung, Hoil Lee, Jiho Lee, Hongseok Yang:
α-Stable convergence of heavy-tailed infinitely-wide neural networks. CoRR abs/2106.11064 (2021)

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