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Hoil Lee
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 3
Top Topics
Heavy Tails
Top Venues
CoRR
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Publications
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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
(2023)
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
(2022)
Paul Jung
,
Hoil Lee
,
Jiho Lee
,
Hongseok Yang
α-Stable convergence of heavy-tailed infinitely-wide neural networks.
CoRR
(2021)