| 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 | 517 | 2017 |
| When Do Redundant Requests Reduce Latency? NB Shah, K Lee, K Ramchandran IEEE Transactions on Communications 64 (2), 715-722, 2015 | 193 | 2015 |
| 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 | 150* | 2017 |
| High-dimensional coded matrix multiplication K Lee, C Suh, K Ramchandran IEEE ISIT 2017, 2418-2422, 2017 | 146 | 2017 |
| 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 | 63 | 2017 |
| 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 | 56 | 2011 |
| 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 | 54 | 2019 |
| Straggler-proofing massive-scale distributed matrix multiplication with d-dimensional product codes T Baharav, K Lee, O Ocal, K Ramchandran IEEE ISIT 2018, 2018 | 49 | 2018 |
| On Scheduling Redundant Requests with Cancellation Overheads K Lee, R Pedarsani, K Ramchandran IEEE/ACM Transactions on Networking 25 (2), 1279-1290, 2017 | 45 | 2017 |
| Coded computation for multicore setups K Lee, R Pedarsani, D Papailiopoulos, K Ramchandran IEEE ISIT 2017, 2413-2417, 2017 | 40 | 2017 |
| Hierarchical Coding for Distributed Computing H Park, K Lee, J Sohn, C Suh, J Moon IEEE ISIT 2018, 2018 | 39 | 2018 |
| 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 | 27 | 2018 |
| 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 | 26 | 2011 |
| Matrix sparsification for coded matrix multiplication G Suh, K Lee, C Suh Allerton Conference on Communication, Control, and Computing 2017, 1271-1278, 2017 | 24 | 2017 |
| Community Recovery in Hypergraphs KA Ahn, K Lee, C Suh Allerton Conference on Communication, Control, and Computing 2016, 2016 | 22 | 2016 |
| 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 | 21 | 2020 |
| Binary Rating Estimation with Graph Side Information K Ahn, K Lee, H Cha, C Suh NIPS 2018, 2018 | 15 | 2018 |
| UberShuffle: Communication-efficient Data Shuffling for SGD via Coding Theory J Chung, K Lee, R Pedarsani, D Papailiopoulos, K Ramchandran SysML 2018, 2018 | 14 | 2018 |
| Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings K Lee*, H Kim*, C Suh ICLR 2018, 2018 | 13 | 2018 |
| Fast and Robust Compressive Phase Retrieval with Sparse-Graph Codes D Yin, K Lee, R Pedarsani, K Ramchandran IEEE ISIT 2015, 2583-2587, 2015 | 13 | 2015 |
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
