Publications

M. Jeong, A. Dytso, M. Cardone, "A comprehensive study on Ziv-Zakai lower bounds on the MMSE," IEEE Transactions on Information Theory 71 (4), 2025

M. Jeong, A. Dytso, M. Cardone, "Retrieving data permutations from noisy observations: Asymptotics," IEEE Transactions on Information Theory 70 (4), 2024

M. Kim, M. Jeong, M. Cardone, J. Choi, "Design of a spiral coil for high-frequency wireless power transfer systems using machine learning," IEEE Journal of Emerging and Selected Topics in Industrial Electronics 5 (1), 193-202, 2024

M. Jeong, A. Dytso, M. Cardone, "Ranking recovery under privacy considerations," Transactions on Machine Learning Research, 2022

M. Jeong, A. Dytso, M. Cardone, and H. V. Poor, "Recovering data permutations from noisy observations: The linear regime," IEEE Journal on Selected Areas in Information Theory 1 (3), 854-869, 2020

M. Jeong, A. Dytso, and M. Cardone, "Gradient of Error Probability of -ary Hypothesis Testing Problems Under Multivariate Gaussian Noise," IEEE Signal Processing Letters 27, 1909-1913, 2020

M. Jeong and S. Hong, "SC-Fano decoding of polar codes," IEEE Access 7, 81682-81690, 2019

S. Hong and M. Jeong, "An Efficient Construction of Rate-Compatible Punctured Polar (RCPP) Codes Using Hierarchical Puncturing," IEEE Transactions on Communications 66 (11), 5041-5052, 2018

M. Milanian, M. Jeong, M. Cardone, "On the secrecy capacity of 1-2-1 atomic networks," IEEE International Symposium on Information Theory (ISIT), 2024

M. Jeong, M. Cardone, and A. Dytso, "Data-driven estimation of the false positive rate of the bayes binary classifier via soft labels," IEEE International Symposium on Information Theory (ISIT), 2024

M. Jeong, M. Cardone, and A. Dytso, "Demystifying the optimal performance of multi-class classification," Advances in Neural Information Processing Systems 36 (NeurIPS), 2023

M. Jeong, A. Dytso, and M. Cardone, "Functional properties of the Ziv-Zakai bound with arbitrary inputs," IEEE International Symposium on Information Theory (ISIT), 2023

M. Kim, M. Jeong, M. Cardone, J. Choi, "Optimization of spiral coil design for WPT systems using machine learning," IEEE Applied Power Electronics Conference and Exposition (APEC), 2023

M. Jeong, M. Cardone, A. Dytso, "On the ranking recovery from noisy observations up to a distortion," IEEE International Symposium on Information Theory (ISIT), 2022

M. Kim, M. Jeong, M. Cardone, J. Choi, "Characterization of the quality factor in spiral coil designs for high-frequency wireless power transfer systems using machine learning," IEEE 23rd workshop on control and modeling for power electronics (COMPEL), 2022

M. Jeong, A. Dytso, and M. Cardone, "Retrieving data permutations from noisy observations: High and low noise asymptotics," IEEE International Symposium on Information Theory (ISIT), 2021

M. Jeong, A. Dytso, M. Cardone, and H. V. Poor, "Recovering structure of noisy data through hypothesis testing," IEEE International Symposium on Information Theory (ISIT), 2020

M. Jeong and S. Hong "Construction of rate-compatible punctured polar codes using hierarchical puncturing," IEEE International Symposium on Information Theory (ISIT), 2018.