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Jeongmin Chae
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Year
Machine learning detectors for MU-MIMO systems with one-bit ADCs
S Kim, J Chae, SN Hong
IEEE Access 8, 86608-86616, 2020
212020
Communication-efficient randomized algorithm for multi-kernel online federated learning
S Hong, J Chae
IEEE transactions on pattern analysis and machine intelligence 44 (12), 9872 …, 2021
172021
Distributed online learning with multiple kernels
S Hong, J Chae
IEEE Transactions on neural networks and learning systems 34 (3), 1263-1277, 2021
172021
Active learning with multiple kernels
S Hong, J Chae
IEEE transactions on neural networks and learning systems 33 (7), 2980-2994, 2021
142021
A matrix completion algorithm for efficient calculation of quantum and variational effects in chemical reactions
S Bac, SJ Quiton, KJ Kron, J Chae, U Mitra, S Mallikarjun Sharada
The Journal of Chemical Physics 156 (18), 2022
92022
Greedy algorithms for sparse and positive signal recovery based on bit-wise MAP detection
J Chae, S Hong
IEEE Transactions on Signal Processing 68, 4017-4029, 2020
62020
Toward Efficient Direct Dynamics Studies of Chemical Reactions: A Novel Matrix Completion Algorithm
SJ Quiton, J Chae, S Bac, K Kron, U Mitra, S Mallikarjun Sharada
Journal of Chemical Theory and Computation 18 (7), 4327-4341, 2022
42022
Stacked Bayesian matching pursuit for one-bit compressed sensing
J Chae, S Kim, S Hong
IEEE Signal Processing Letters 27, 550-554, 2020
32020
Column-based matrix approximation with quasi-polynomial structure
J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
22023
Matrix approximation with side information: When column sampling is enough
J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra
arXiv preprint arXiv:2212.05469, 2022
22022
Stream-based active learning with multiple kernels
J Chae, S Hong
2021 international conference on information networking (ICOIN), 718-722, 2021
22021
Greedy sparse signal recovery algorithm based on bit-wise MAP detection
J Chae, SN Hong
arXiv preprint arXiv:1910.12512, 2019
22019
Sketched Column-Based Matrix Approximation With Side Information
J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Demystifying the Random Feature-Based Online Multi-Kernel Learning
S Hong, J Chae
Authorea Preprints, 2023
2023
Fully-Decentralized Multi-Kernel Online Learning over Networks
J Chae, U Mitra, S Hong
2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021
2021
Multiple Kernel-Based Online Federated Learning
J Chae, S Hong
arXiv preprint arXiv:2102.10861, 2021
2021
Pool-based sequential active learning with multi kernels
J Chae, S Hong
arXiv preprint arXiv:2010.11421, 2020
2020
A Novel B-MAP Proxy for Greedy Sparse Signal Recovery Algorithms
J Chae, SN Hong
2020 IEEE International Symposium on Information Theory (ISIT), 1409-1413, 2020
2020
Approximate Bit-wise MAP Detection For Greedy Sparse Signal Recovery Algorithms
J Chae, SN Hong
International Zurich Seminar on Information and Communication (IZS 2020 …, 2020
2020
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Articles 1–19