Kangwook Lee
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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
3952017
When Do Redundant Requests Reduce Latency?
NB Shah, K Lee, K Ramchandran
IEEE Transactions on Communications 64 (2), 715-722, 2015
1652015
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
131*2017
High-dimensional coded matrix multiplication
K Lee, C Suh, K Ramchandran
IEEE ISIT 2017, 2418-2422, 2017
1062017
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
542017
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
542011
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
452019
Straggler-proofing massive-scale distributed matrix multiplication with d-dimensional product codes
T Baharav, K Lee, O Ocal, K Ramchandran
IEEE ISIT 2018, 2018
382018
On Scheduling Redundant Requests with Cancellation Overheads
K Lee, R Pedarsani, K Ramchandran
IEEE/ACM Transactions on Networking 25 (2), 1279-1290, 2017
372017
Hierarchical Coding for Distributed Computing
H Park, K Lee, J Sohn, C Suh, J Moon
IEEE ISIT 2018, 2018
322018
Coded computation for multicore setups
K Lee, R Pedarsani, D Papailiopoulos, K Ramchandran
IEEE ISIT 2017, 2413-2417, 2017
312017
Codes For A Distributed Caching Based Video-on-Demand System
S Pawar, S El Rouayheb, H Zhang, K Lee, K Ramchandran
Asilomar Conference on Signals, Systems and Computers 2011, 1783-1787, 2011
242011
Matrix sparsification for coded matrix multiplication
G Suh, K Lee, C Suh
Allerton Conference on Communication, Control, and Computing 2017, 1271-1278, 2017
202017
Community Recovery in Hypergraphs
KA Ahn, K Lee, C Suh
Allerton Conference on Communication, Control, and Computing 2016, 2016
162016
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
152018
Fast and Robust Compressive Phase Retrieval with Sparse-Graph Codes
D Yin, K Lee, R Pedarsani, K Ramchandran
IEEE ISIT 2015, 2583-2587, 2015
132015
UberShuffle: Communication-efficient Data Shuffling for SGD via Coding Theory
J Chung, K Lee, R Pedarsani, D Papailiopoulos, K Ramchandran
SysML 2018, 2018
122018
Binary Rating Estimation with Graph Side Information
K Ahn, K Lee, H Cha, C Suh
NIPS 2018, 2018
102018
A VoD System for Massively Scaled, Heterogeneous Environments: Design and Implementation
K Lee, L Yan, A Parekh, K Ramchandran
IEEE International Symposium on Modeling, Analysis and Simulation of …, 2013
102013
Asynchronous and Noncoherent Neighbor Discovery for the IoT Using Sparse-Graph Codes
K Chandrasekher, K Lee, P Kairouz, R Pedarsani, K Ramchandran
IEEE International Conference on Communications (ICC), 2017
92017
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