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Chohong Min

Ewha Womans University

11-1 Daehyun-dong

Seodaemun-gu

Seoul 120-750, Seoul 120

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

3

DOWNLOADS

197

TOTAL CITATIONS

0

Scholarly Papers (3)

A Relaxation Approach to Layerwise Determination of Learning Rates in Deep Neural Networks

Number of pages: 12 Posted: 23 Jan 2023
Chohong Min and Byungjoon Lee
Ewha Womans University and The Catholic University of Korea
Downloads 42 (1,183,247)

Abstract:

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Deep neural network, Optimal learning rate, Layerwise update, Relaxation, Local Lipschitz analysis

A Relaxation Approach to Layerwise Determination of Learning Rates in Deep Neural Networks

Number of pages: 13 Posted: 21 Nov 2024
Chohong Min and Byungjoon Lee
Ewha Womans University and The Catholic University of Korea
Downloads 32 (1,326,242)

Abstract:

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deep learning, Layerwise update, Determination of learning rates, Lipschitz constant

A Relaxation Approach to Layerwise Determination of Learning Rates in Deep Neural Networks

Number of pages: 13 Posted: 21 Dec 2024
Chohong Min and Byungjoon Lee
Ewha Womans University and The Catholic University of Korea
Downloads 23 (1,473,203)

Abstract:

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Deep Learning, Layerwise update, Determination of learning rates, Lipschitz constant

2.

Super-Convergence Analysis on Two Symmetric Poisson Solvers in Octree Grids

Number of pages: 18 Posted: 16 Feb 2022
Byungjoon Lee, Jeongho Kim and Chohong Min
The Catholic University of Korea, Hanyang University and Ewha Womans University
Downloads 52 (1,041,696)

Abstract:

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Poisson equation, Hodge projection, Octree, Super-convergence, Stability, Symmetric solver

3.

A Super-Convergence Analysis of the Poisson Solver with Octree Grids and Irregular Domains

Number of pages: 12 Posted: 23 Feb 2023
Jeongho Kim, Chohong Min and Byungjoon Lee
affiliation not provided to SSRN, Ewha Womans University and The Catholic University of Korea
Downloads 48 (1,086,013)

Abstract:

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Poisson equation, Octree, Irregular domain, Super-convergence, Hodge decomposition