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Haewon Jeong
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{mTCP}: a highly scalable user-level {TCP} stack for multicore systems
EY Jeong, S Wood, M Jamshed, H Jeong, S Ihm, D Han, KS Park
11th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2014
5192014
On the optimal recovery threshold of coded matrix multiplication
S Dutta, M Fahim, F Haddadpour, H Jeong, V Cadambe, P Grover
IEEE Transactions on Information Theory 66 (1), 278-301, 2019
347*2019
A unified coded deep neural network training strategy based on generalized polydot codes
S Dutta, Z Bai, H Jeong, TM Low, P Grover
2018 IEEE International Symposium on Information Theory (ISIT), 1585-1589, 2018
1232018
A survey on data selection for language models
A Albalak, Y Elazar, SM Xie, S Longpre, N Lambert, X Wang, ...
arXiv preprint arXiv:2402.16827, 2024
632024
Beyond adult and compas: Fair multi-class prediction via information projection
W Alghamdi, H Hsu, H Jeong, H Wang, P Michalak, S Asoodeh, F Calmon
Advances in Neural Information Processing Systems 35, 38747-38760, 2022
48*2022
An application of storage-optimal matdot codes for coded matrix multiplication: Fast k-nearest neighbors estimation
U Sheth, S Dutta, M Chaudhari, H Jeong, Y Yang, J Kohonen, T Roos, ...
2018 IEEE International Conference on Big Data (Big Data), 1113-1120, 2018
442018
Fairness without imputation: A decision tree approach for fair prediction with missing values
H Jeong, H Wang, FP Calmon
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9558-9566, 2022
392022
Masterless coded computing: A fully-distributed coded FFT algorithm
H Jeong, TM Low, P Grover
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
262018
Addressing unreliability in emerging devices and non-von neumann architectures using coded computing
S Dutta, H Jeong, Y Yang, V Cadambe, TM Low, P Grover
Proceedings of the IEEE 108 (8), 1219-1234, 2020
222020
Locally recoverable coded matrix multiplication
H Jeong, F Ye, P Grover
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
212018
ϵ-Approximate Coded Matrix Multiplication Is Nearly Twice as Efficient as Exact Multiplication
H Jeong, A Devulapalli, VR Cadambe, FP Calmon
IEEE Journal on Selected Areas in Information Theory 2 (3), 845-854, 2021
172021
Coded FFT and its communication overhead
H Jeong, TM Low, P Grover
arXiv preprint arXiv:1805.09891, 2018
152018
Coded QR decomposition
QM Nguyen, H Jeong, P Grover
2020 IEEE International Symposium on Information Theory (ISIT), 191-196, 2020
82020
Who gets the benefit of the doubt? Racial bias in machine learning algorithms applied to secondary school math education
H Jeong, MD Wu, N Dasgupta, M Médard, F Calmon
Math AI for Education: Bridging the Gap Between Research and Smart Education, 2022
72022
Energy-adaptive codes
H Jeong, P Grover
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
72015
An information theoretic technique for harnessing attenuation of high spatial frequencies to design ultra-high-density EEG
P Grover, JA Weldon, SK Kelly, P Venkatesh, H Jeong
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
72015
Energy-adaptive error correcting for dynamic and heterogeneous networks
H Jeong, P Grover
Proceedings of the IEEE 107 (4), 765-777, 2019
62019
Energy-adaptive polar codes: Trading off reliability and decoder circuit energy
H Jeong, CG Blake, P Grover
2017 IEEE International Symposium on Information Theory (ISIT), 2608-2612, 2017
62017
Systematic matrix multiplication codes
H Jeong, Y Yang, P Grover
2019 IEEE International Symposium on Information Theory (ISIT), 1-5, 2019
52019
A novel information-theoretic sensing strategy for ultra high-density EEG sensing
P Grover, J Weldon, S Kelly, P Venkatesh, H Jeong
Proceedings of the Allerton Conference on Communication, Control, and …, 2015
52015
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Articles 1–20