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Myung Cho

California State University--Northridge

Affiliations

School Of Engineering And Computer Science

Department Of Electrical Engineering

NoneMyung Cho is currently serving as a Electrical Engineering faculty at California State University--Northridge.

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Myung Cho

California State University--Northridge

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computer science machine learning applied mathematics digital signal processing signal processing systems engineering dual coordinate ascent system identification random noises electrical engineering pattern recognition covid-19 error correction general tree networks time series artificial intelligence computer vision computational imaging statistical signal processing prior knowledge incorporation semidefinite programming outlier detection eeg signal processing signal reconstruction brachytherapy compressive sensing data compression lossless compression image compression state estimation spectrum estimation information theory innovative diagnostics control design distributed computing matrix theory matrix analysis spectral super-resolution prior knowledge atomic norm minimization off-the-grid frequencies gradient descent algorithms synchronous machine learning communication network effect computable performance guarantees compressed sensing matrices dose optimization shield brachytherapy prior information off-the-grid spectral

Notable Scholarly Works

Notable Federal Grants

Collaborators

Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence (2026)

Repair Brain Damage: Real-Numbered Error Correction Code for Neural Network. Open MIND (2026)

Distributed Dual Coordinate Ascent in a Ring Network for Distributed Machine Learning Process. (2025)

Iterative Thresholding and Projection Algorithms and Model-Based Deep Neural Networks for Sparse Lqr Control Design. IEEE Transactions on Automatic Control (2024)

Tree Network Design for Faster Distributed Machine Learning Process With Distributed Dual Coordinate Ascent. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Myung ChoMeghana ChikkamWeiyu XuLifeng Lai

distributed computingcomputer sciencemachine learningtree network design

Analysis to Choose a Proper Lqr Control Design for Controlling Distributed Multi-Agent Systems. SSRN Electronic Journal (2023)

Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network. (2023)

Myung ChoLifeng LaiWeiyu Xu

machine learningdual coordinate ascentgeneral tree networkcomputer scienceimbalanced data

Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. 2014 48th Asilomar Conference on Signals, Systems and Computers (2023)

Jirong YiMyung ChoJingchao GaoXiaodong WuWeiyu XuRaghu Mudumbai

test reliabilitychemical engineeringerror correctionchemical biologychemistry

Low-Rank Lqr Optimal Control Design for Controlling Distributed Multi-Agent Systems. (2023)

Low-Rank Lqr Optimal Control Design Over Wireless Communication Networks. arXiv (Cornell University) (2023)

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