Myung Cho

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 28

Top Topics

Machine Learning

Coordinate Ascent

Top Venues

Publications

Myung Cho, Meghana Chikkam, Weiyu Xu, Lifeng Lai
Tree Network Design for Faster Distributed Machine Learning Process with Distributed Dual Coordinate Ascent. ICASSP (2024)
Myung Cho, Lifeng Lai, Weiyu Xu
Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network. CoRR (2023)
Myung Cho, Abdallah S. Abdallah, Mohammad Rasouli
Low-rank LQR Optimal Control Design over Wireless Communication Networks. CoRR (2023)
Myung Cho, Abdallah S. Abdallah, Mohammad Rasouli
Low-Rank LQR Optimal Control Design for Controlling Distributed Multi-Agent Systems. ECC (2023)
Myung Cho, Lifeng Lai, Weiyu Xu
Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network. MLSP (2023)
Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai
Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. ACSSC (2023)
Myung Cho, Aranya Chakrabortty
Iterative Shrinkage-Thresholding Algorithm and Model-Based Neural Network for Sparse LQR Control Design. ECC (2022)
Myung Cho
Deep Neural Networks Based on Iterative Thresholding and Projection Algorithms for Sparse LQR Control Design. CoRR (2022)
Kody A. Waldstein, Jirong Yi, Myung Cho, Raghu Mudumbai, Xiaodong Wu, Steven M. Varga, Weiyu Xu
Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond. PLoS Comput. Biol. 18 (10) (2022)
Myung Cho, Jarod Klinefelter, Henry Chiapa, Leland Ralston
Moving Target Tracking with Missing Data in 2-D or Higher Dimension. ACSCC (2021)
Myung Cho, Lifeng Lai, Weiyu Xu
Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Myung Cho, Abdallah S. Abdallah
Communication-Efficient Optimal Control Design For Distributed Control Systems In Cooperative Vehicular Networks. VTC Spring (2020)
Jirong Yi, Myung Cho, Xiaodong Wu, Raghu Mudumbai, Weiyu Xu
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints. CoRR (2020)
Myung Cho, Yuejie Chi
Shift-invariant Subspace Tracking with Missing Data. ICASSP (2019)
Myung Cho, Lifeng Lai, Weiyu Xu
Generalized Distributed Dual Coordinate Ascent in a Tree Network for Machine Learning. ICASSP (2019)
Myung Cho, Kumar Vijay Mishra, Weiyu Xu
Computable performance guarantees for compressed sensing matrices. EURASIP J. Adv. Signal Process. 2018 (2018)
Myung Cho, Wenjing Liao, Yuejie Chi
A Non-Convex Approach To Joint Sensor Calibration And Spectrum Estimation. SSP (2018)
Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho
Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. ISIT (2018)
Myung Cho, Lifeng Lai, Weiyu Xu
Network Constrained Distributed Dual Coordinate Ascent for Machine Learning. CoRR (2017)
Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho
Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. CoRR (2017)
Myung Cho, Christos Thrampoulidis, Weiyu Xu, Babak Hassibi
Phaseless super-resolution in the continuous domain. ICASSP (2017)
Myung Cho, Christos Thrampoulidis, Weiyu Xu, Babak Hassibi
Phaseless super-resolution in the continuous domain. CoRR (2016)
Myung Cho, Kumar Vijay Mishra, Weiyu Xu
New Algorithms for Verifying the Null Space Condition in Compressed Sensing. CoRR (2016)
Myung Cho, Jian-Feng Cai, Suhui Liu, Yonina C. Eldar, Weiyu Xu
Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals. ICASSP (2016)
Myung Cho, Weiyu Xu, Lifeng Lai
Compressed Hypothesis Testing: To Mix or Not to Mix? CoRR (2016)
Myung Cho, Kumar Vijay Mishra, Jian-Feng Cai, Weiyu Xu
Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals. CoRR (2015)
Myung Cho, Kumar Vijay Mishra, Jian-Feng Cai, Weiyu Xu
Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals. IEEE Signal Process. Lett. 22 (12) (2015)
Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
Spectral Super-Resolution With Prior Knowledge. IEEE Trans. Signal Process. 63 (20) (2015)
Weiyu Xu, Jian-Feng Cai, Kumar Vijay Mishra, Myung Cho, Anton Kruger
Precise semidefinite programming formulation of atomic norm minimization for recovering d-dimensional (D ≥ 2) off-the-grid frequencies. ITA (2014)
Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
Off-the-grid spectral compressed sensing with prior information. ICASSP (2014)
Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
Super-resolution Line Spectrum Estimation with Block Priors. CoRR (2014)
Weiyu Xu, Er-Wei Bai, Myung Cho
System identification in the presence of outliers and random noises: A compressed sensing approach. Autom. 50 (11) (2014)
Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
Spectral Super-resolution With Prior Knowledge. CoRR (2014)
Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
Super-resolution line spectrum estimation with block priors. ACSSC (2014)
Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
Off-The-Grid Spectral Compressed Sensing With Prior Information. CoRR (2013)
Weiyu Xu, Myung Cho
Universally Elevating the Phase Transition Performance of Compressed Sensing: Non-Isometric Matrices are Not Necessarily Bad Matrices. CoRR (2013)
Weiyu Xu, Er-Wei Bai, Myung Cho
Toeplitz matrix based sparse error correction in system identification: Outliers and random noises. ICASSP (2013)
Myung Cho, Weiyu Xu
New algorithms for verifying the null space conditions in compressed sensing. ACSSC (2013)
Weiyu Xu, Jian-Feng Cai, Kumar Vijay Mishra, Myung Cho, Anton Kruger
Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional ($d\geq 2$) Off-the-Grid Frequencies. CoRR (2013)
Myung Cho, Weiyu Xu
Precisely Verifying the Null Space Conditions in Compressed Sensing: A Sandwiching Algorithm. CoRR (2013)
Weiyu Xu, Er-Wei Bai, Myung Cho
Toeplitz Matrix Based Sparse Error Correction in System Identification: Outliers and Random Noises CoRR (2012)
Seung-Ho Chang, Sok-Kyu Lee, Seong-Je Park, Min-Joong Jung, Jung-Chul Han, In-Soo Wang, Kyu-Hee Lim, Jung-Hwan Lee, Ji-Hwan Kim, Won-Kyung Kang, Tai-Kyu Kang, Hee-Su Byun, Yujong Noh, Lee-Hyun Kwon, Bon-Kwang Koo, Myung Cho, Joong-Seob Yang, Yo-Hwan Koh
A 48nm 32Gb 8-level NAND flash memory with 5.5MB/s program throughput. ISSCC (2009)