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Kangwook Lee
Kangwook Lee
Подтвержден адрес электронной почты в домене wisc.edu - Главная страница
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Процитировано
Процитировано
Год
Speeding Up Distributed Machine Learning Using Codes
K Lee, M Lam, R Pedarsani, D Papailiopoulos, K Ramchandran
IEEE Transactions on Information Theory, 1-1, 2017
8972017
Attack of the tails: Yes, you really can backdoor federated learning
H Wang, K Sreenivasan, S Rajput, H Vishwakarma, S Agarwal, J Sohn, ...
NeurIPS 2020, 2020
4672020
When Do Redundant Requests Reduce Latency?
NB Shah, K Lee, K Ramchandran
IEEE Transactions on Communications 64 (2), 715-722, 2015
2452015
High-dimensional coded matrix multiplication
K Lee, C Suh, K Ramchandran
IEEE ISIT 2017, 2418-2422, 2017
2372017
The MDS Queue: Analysing the Latency Performance of Erasure Codes
K Lee, NB Shah, L Huang, K Ramchandran
IEEE Transactions on Information Theory 63 (5), 2822-2842, 2017
174*2017
FairBatch: Batch Selection for Model Fairness
Y Roh, K Lee, SE Whang, C Suh
ICLR 2021, 2021
1002021
Gradient Inversion with Generative Image Prior
J Kim, J Jeon, K Lee, S Oh, J Ok
NeurIPS 2021, 2021
93*2021
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing based on Sparse-Graph Codes
K Lee, R Pedarsani, K Ramchandran
IEEE Transactions on Signal Processing, 2019
822019
Hierarchical Coding for Distributed Computing
H Park, K Lee, J Sohn, C Suh, J Moon
IEEE ISIT 2018, 2018
792018
Straggler-proofing massive-scale distributed matrix multiplication with d-dimensional product codes
T Baharav, K Lee, O Ocal, K Ramchandran
IEEE ISIT 2018, 2018
762018
FR-Train: A mutual information-based approach to fair and robust training
Y Roh, K Lee, SE Whang, C Suh
ICML 2020, 2020
732020
Hypergraph spectral clustering in the weighted stochastic block model
K Ahn, K Lee, C Suh
IEEE Journal of Selected Topics in Signal Processing 12 (5), 959-974, 2018
692018
PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph Codes
R Pedarsani, D Yin, K Lee, K Ramchandran
IEEE Transactions on Information Theory 63 (6), 3663-3691, 2017
692017
On Scheduling Redundant Requests with Cancellation Overheads
K Lee, R Pedarsani, K Ramchandran
IEEE/ACM Transactions on Networking 25 (2), 1279-1290, 2017
612017
Experimental Evaluation of Optimal CSMA
B Nardelli, J Lee, K Lee, Y Yi, S Chong, EW Knightly, M Chiang
IEEE INFOCOM 2011, 1188-1196, 2011
602011
Coded computation for multicore setups
K Lee, R Pedarsani, D Papailiopoulos, K Ramchandran
IEEE ISIT 2017, 2413-2417, 2017
572017
Sample Selection for Fair and Robust Training
Y Roh, K Lee, SE Whang, C Suh
NeurIPS 2021, 2021
532021
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
T Dinh, Y Zeng, R Zhang, Z Lin, S Rajput, M Gira, J Sohn, ...
NeurIPS 2022, 2022
522022
Improving Fairness via Federated Learning
Y Zeng, H Chen, K Lee
arXiv preprint arXiv:2110.15545, 2021
462021
Matrix sparsification for coded matrix multiplication
G Suh, K Lee, C Suh
Allerton Conference on Communication, Control, and Computing 2017, 1271-1278, 2017
442017
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