| Machine learning detectors for MU-MIMO systems with one-bit ADCs S Kim, J Chae, SN Hong IEEE Access 8, 86608-86616, 2020 | 21 | 2020 |
| 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 | 18 | 2021 |
| Distributed online learning with multiple kernels S Hong, J Chae IEEE Transactions on neural networks and learning systems 34 (3), 1263-1277, 2021 | 17 | 2021 |
| Active learning with multiple kernels S Hong, J Chae IEEE transactions on neural networks and learning systems 33 (7), 2980-2994, 2021 | 14 | 2021 |
| 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 | 9 | 2022 |
| 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 | 6 | 2020 |
| 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 | 4 | 2022 |
| Stacked Bayesian matching pursuit for one-bit compressed sensing J Chae, S Kim, S Hong IEEE Signal Processing Letters 27, 550-554, 2020 | 3 | 2020 |
| 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 | 2 | 2023 |
| 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 | 2 | 2022 |
| Stream-based active learning with multiple kernels J Chae, S Hong 2021 international conference on information networking (ICOIN), 718-722, 2021 | 2 | 2021 |
| Greedy sparse signal recovery algorithm based on bit-wise MAP detection J Chae, SN Hong arXiv preprint arXiv:1910.12512, 2019 | 2 | 2019 |
| 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 |
Songnam HongHanyang UniversityVerified email at hanyang.ac.kr
