Hoil Lee

According to our database, Hoil Lee authored at least 3 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility.

Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee, Hongseok Yang, Francois Caron

J. Mach. Learn. Res., 2023

Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning.

Francois Caron, Fadhel Ayed, Paul Jung, Hoil Lee, Juho Lee, Hongseok Yang

CoRR, 2023

2021

α-Stable convergence of heavy-tailed infinitely-wide neural networks.

Paul Jung, Hoil Lee, Jiho Lee, Hongseok Yang

CoRR, 2021