Paul Jung

Paul Jung

KAIST

H-index: 12

Asia-South Korea

About Paul Jung

Paul Jung, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at KAIST, specializes in the field of Probability Theory, Statistical Mechanics, Neural Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

alpha-Stable convergence of heavy-/light-tailed infinitely wide neural networks

Deep neural networks with dependent weights: Gaussian process mixture limit, heavy tails, sparsity and compressibility

At the edge of a one-dimensional jellium

Large deviations in the quantum quasi-1D jellium

Extreme eigenvalue statistics of m-dependent heavy-tailed matrices

A generalization of hierarchical exchangeability on trees to directed acyclic graphs

The Life and Mathematical Legacy of Thomas M. Liggett

On the speed and spectrum of mean-field random walks among random conductances

Paul Jung Information

University

Position

Professor of Mathematics

Citations(all)

315

Citations(since 2020)

194

Cited By

206

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

15

i10Index(since 2020)

10

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Paul Jung Skills & Research Interests

Probability Theory

Statistical Mechanics

Neural Networks

Top articles of Paul Jung

Title

Journal

Author(s)

Publication Date

alpha-Stable convergence of heavy-/light-tailed infinitely wide neural networks

Advances in Applied Probability

Paul Jung

Hoil Lee

Jiho Lee

Hongseok Yang

2023

Deep neural networks with dependent weights: Gaussian process mixture limit, heavy tails, sparsity and compressibility

Journal of Machine Learning Research

Hoil Lee

Fadhel Ayed

Paul Jung

Juho Lee

Hongseok Yang

...

2023

At the edge of a one-dimensional jellium

Bernoulli

Djalil Chafaï

David García-Zelada

Paul Jung

2022/8

Large deviations in the quantum quasi-1D jellium

Probability and Mathematical Physics

Christian Hirsch

Sabine Jansen

Paul Jung

2022/7/8

Extreme eigenvalue statistics of m-dependent heavy-tailed matrices

Annales de l'Institut Henri Poincare (B) Probabilites et statistiques

Bojan Basrak

Yeonok Cho

Johannes Heiny

Paul Jung

2021/11

A generalization of hierarchical exchangeability on trees to directed acyclic graphs

Annales Henri Lebesgue

Paul Jung

Jiho Lee

Sam Staton

Hongseok Yang

2021

The Life and Mathematical Legacy of Thomas M. Liggett

NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY

David Aldous

Pietro Caputo

Rick Durrett

Alexander E Holroyd

Paul Jung

...

2020/8/7

On the speed and spectrum of mean-field random walks among random conductances

Stochastic Processes and their Applications

Andrea Collevecchio

Paul Jung

2020/6/1

Macroscopic and edge behavior of a planar jellium

Journal of Mathematical Physics

Djalil Chafaï

David García-Zelada

Paul Jung

2020/3/1

See List of Professors in Paul Jung University(KAIST)

Co-Authors

H-index: 69
Rick Durrett

Rick Durrett

Duke University

H-index: 47
Hongseok Yang

Hongseok Yang

KAIST

H-index: 43
Leonid Bunimovich

Leonid Bunimovich

Georgia Institute of Technology

H-index: 43
Gennady Samorodnitsky

Gennady Samorodnitsky

Cornell University

H-index: 22
François Caron

François Caron

University of Oxford

H-index: 20
Paulo Varandas

Paulo Varandas

Universidade Federal da Bahia

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