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Journal Articles
- 2024
[j11]Jeongmin Chae
, Praneeth Narayanamurthy, Selin Bac, Shaama Mallikarjun Sharada, Urbashi Mitra:
Matrix Approximation With Side Information: When Column Sampling Is Enough. IEEE Trans. Signal Process. 72: 2276-2291 (2024)- 2023
- [j10]Songnam Hong, Jeongmin Chae:
Distributed Online Learning With Multiple Kernels. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1263-1277 (2023) - 2022
- [j9]Songnam Hong, Jeongmin Chae:
Communication-Efficient Randomized Algorithm for Multi-Kernel Online Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9872-9886 (2022) - [j8]Songnam Hong, Jeongmin Chae:
Active Learning With Multiple Kernels. IEEE Trans. Neural Networks Learn. Syst. 33(7): 2980-2994 (2022) - 2020
- [j7]Seonho Kim, Jeongmin Chae, Song-Nam Hong:
Machine Learning Detectors for MU-MIMO Systems With One-Bit ADCs. IEEE Access 8: 86608-86616 (2020) - [j6]Jeongmin Chae, Seonho Kim, Song-Nam Hong:
Stacked Bayesian Matching Pursuit for One-Bit Compressed Sensing. IEEE Signal Process. Lett. 27: 550-554 (2020) - [j5]Jeongmin Chae, Song-Nam Hong:
Greedy Algorithms for Sparse and Positive Signal Recovery Based on Bit-Wise MAP Detection. IEEE Trans. Signal Process. 68: 4017-4029 (2020) - 2018
- [j4]Jeong-Eun Kim, Kinam Park, Jeongmin Chae, Hong-Jun Jang, Byoung Wook Kim, Soon-Young Jung:
Automatic scoring system for short descriptive answer written in Korean using lexico-semantic pattern. Soft Comput. 22(13): 4241-4249 (2018) - 2017
- [j3]YoungHee Jung, Kinam Park, Taemin Lee, Jeongmin Chae, Soonyoung Jung:
A corpus-based approach to classifying emotions using Korean linguistic features. Clust. Comput. 20(1): 583-595 (2017) - 2016
- [j2]Jeongmin Chae, Yoonah Cho, Minkyung Lee, Sangmi Lee, Munsuk Choi, Seongbin Park:
Design and implementation of a system for creating multimedia linked data and its applications in education. Multim. Tools Appl. 75(21): 13121-13134 (2016) - 2014
- [j1]Jeongmin Chae, YoungHee Jung, Taemin Lee, Soonyoung Jung, Chan Huh, Gilhan Kim, Hyeoncheol Kim, Heung-Bum Oh:
Identifying non-elliptical entity mentions in a coordinated NP with ellipses. J. Biomed. Informatics 47: 139-152 (2014)
Conference and Workshop Papers
- 2024
- [c7]Jeongmin Chae, Praneeth Narayanamurthy, Selin Bac, Shaama Mallikarjun Sharada, Urbashi Mitra:
Sketched Column-Based Matrix Approximation With Side Information. ICASSP 2024: 9816-9820 - 2023
- [c6]Jeongmin Chae, Praneeth Narayanamurthy, Selin Bac, Shaama Mallikarjun Sharada, Urbashi Mitra:
Column-Based Matrix Approximation with Quasi-Polynomial Structure. ICASSP 2023: 1-5 - 2021
- [c5]Jeongmin Chae, Urbashi Mitra, Song-Nam Hong:
Fully-Decentralized Multi-Kernel Online Learning over Networks. GLOBECOM 2021: 1-6 - [c4]Jeongmin Chae, Song-Nam Hong:
Stream-Based Active Learning with Multiple Kernels. ICOIN 2021: 718-722 - 2020
- [c3]Jeongmin Chae, Song-Nam Hong:
A Novel B-MAP Proxy for Greedy Sparse Signal Recovery Algorithms. ISIT 2020: 1409-1413 - 2013
- [c2]Taemin Lee, Jeongmin Chae, Kinam Park, Soonyoung Jung:
CopyCaptor : Plagiarized Source Retrieval System using Global Word Frequency and Local Feedback Notebook for PAN at CLEF 2013. CLEF (Working Notes) 2013 - 2008
- [c1]Jeongmin Chae, Kinam Park, YoungHee Jung, Soonyoung Jung, JiEun Chae, Heung-Bum Oh:
HaDextract: Extracting HLA-Disease Interaction Information from Biomedical Literature. FGCN (3: BSBT) 2008: 90-95
Informal and Other Publications
- 2021
- [i6]Jeongmin Chae, Song-Nam Hong:
Multiple Kernel-Based Online Federated Learning. CoRR abs/2102.10861 (2021) - [i5]Jeongmin Chae, Song-Nam Hong:
Distributed Online Learning with Multiple Kernels. CoRR abs/2102.12733 (2021) - 2020
- [i4]Song-Nam Hong, Jeongmin Chae:
Active Learning with Multiple Kernels. CoRR abs/2005.03188 (2020) - [i3]Jeongmin Chae, Song-Nam Hong:
Pool-based sequential active learning with multi kernels. CoRR abs/2010.11421 (2020) - [i2]Jeongmin Chae, Song-Nam Hong:
Distributed Online Learning with Multiple Kernels. CoRR abs/2011.08930 (2020) - 2019
- [i1]Jeongmin Chae, Song-Nam Hong:
Greedy Sparse Signal Recovery Algorithm Based on Bit-wise MAP detection. CoRR abs/1910.12512 (2019)
Coauthor Index
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