Ramtin Pedarsani
Ramtin Pedarsani
Assistant Professor, Electrical and Computer Engineering, UC Santa Barbara
Verifierad e-postadress på ece.ucsb.edu - Startsida
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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 64 (3), 1514-1529, 2017
3942017
Online coded caching
R Pedarsani, MA Maddah-Ali, U Niesen
IEEE/ACM Transactions on Networking 24 (2), 836-845, 2015
2512015
Platoons of connected vehicles can double throughput in urban roads
J Lioris, R Pedarsani, FY Tascikaraoglu, P Varaiya
Transportation Research Part C: Emerging Technologies 77, 292-305, 2017
1742017
On the construction of polar codes
R Pedarsani, SH Hassani, I Tal, E Telatar
2011 IEEE International Symposium on Information Theory Proceedings, 11-15, 2011
1232011
Coded computation over heterogeneous clusters
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
IEEE Transactions on Information Theory 65 (7), 4227-4242, 2019
107*2019
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
Analysis of fixed-time control
A Muralidharan, R Pedarsani, P Varaiya
Transportation Research Part B: Methodological 73, 81-90, 2015
482015
Saffron: A fast, efficient, and robust framework for group testing based on sparse-graph codes
K Lee, K Chandrasekher, R Pedarsani, K Ramchandran
IEEE Transactions on Signal Processing 67 (17), 4649-4664, 2019
452019
Doubling throughput in urban roads by platooning
J Lioris, R Pedarsani, FY Tascikaraoglu, P Varaiya
IFAC-PapersOnLine 49 (3), 49-54, 2016
392016
On scheduling redundant requests with cancellation overheads
K Lee, R Pedarsani, K Ramchandran
IEEE/ACM Transactions on Networking 25 (2), 1279-1290, 2016
372016
Coded computation for multicore setups
K Lee, R Pedarsani, D Papailiopoulos, K Ramchandran
2017 IEEE International Symposium on Information Theory (ISIT), 2413-2417, 2017
312017
Fedpaq: A communication-efficient federated learning method with periodic averaging and quantization
A Reisizadeh, A Mokhtari, H Hassani, A Jadbabaie, R Pedarsani
International Conference on Artificial Intelligence and Statistics, 2021-2031, 2020
302020
Coded computing for distributed graph analytics
S Prakash, A Reisizadeh, R Pedarsani, S Avestimehr
2018 IEEE International Symposium on Information Theory (ISIT), 1221-1225, 2018
262018
Capacity modeling and routing for traffic networks with mixed autonomy
DA Lazar, S Coogan, R Pedarsani
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5678-5683, 2017
252017
Behaviour suite for reinforcement learning
I Osband, Y Doron, M Hessel, J Aslanides, E Sezener, A Saraiva, ...
arXiv preprint arXiv:1908.03568, 2019
212019
Robust and communication-efficient collaborative learning
A Reisizadeh, H Taheri, A Mokhtari, H Hassani, R Pedarsani
Advances in Neural Information Processing Systems, 8388-8399, 2019
212019
Robust scheduling for flexible processing networks
R Pedarsani, J Walrand, Y Zhong
Advances in Applied Probability 49 (2), 603-628, 2017
21*2017
Quantized decentralized consensus optimization
A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani
2018 IEEE Conference on Decision and Control (CDC), 5838-5843, 2018
202018
Latency analysis of coded computation schemes over wireless networks
A Reisizadeh, R Pedarsani
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
202017
Sub-linear time support recovery for compressed sensing using sparse-graph codes
X Li, D Yin, S Pawar, R Pedarsani, K Ramchandran
arXiv preprint arXiv:1412.7646, 2014
20*2014
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Artiklar 1–20