Preprints

  1. D. Yin, R. Pedarsani, Y. Chen, and K. Ramchandran, “Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes”, Arxiv preprint, 2017.

  2. K. Lee, R. Pedarsani, and K. Ramchandran, “SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing based on Sparse-Graph Codes”, Arxiv preprint, 2015.

Journal Publications

  1. K. Lee, M. Lam, R. Pedarsani, D. Papailiopoulos, and K. Ramchandran, “Speeding Up Distributed Machine Learning Using Codes”, accepted to appear in IEEE Transactions on Informtion Theory, 2017.

  2. R. Pedarsani, K. Lee, and K. Ramchandran, “PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph Codes”, IEEE Transactions on Information Theory, Vol. 63, No. 6, 2017.

  3. R. Pedarsani, J. Walrand, and Yuan Zhong, “Robust Scheduling for Flexible Processing Networks”, Advances in Applied Probability, Vol. 49, No. 2, 2017.

  4. J. Lioris, R. Pedarsani, F. Yildiz, and P. Varaiya, “Platoons of Connected Vehicles Can Double Throughput in Urban Roads”, Journal of Transportation Research Part C, vol. 75, pp. 292-305, 2017.

  5. R. Pedarsani and J. Walrand, “Stability of Open Multiclass Queueing Networks under Longest-Queue and Longest-Dominating-Queue Scheduling”, Journal of Applied Probability, Vol. 53, No. 2, 2016.

  6. R. Pedarsani, M. Maddah-Ali, and U. Niesen, “Online Coded Caching”, IEEE/ACM Transactions on Networking, Vol. 24, No. 2, 2016.

  7. A. Muralidharan, R. Pedarsani, and P. Varaiya, “Analysis of Fixed-Time Control”, Journal of Transportation Research Part B, vol. 73, pp. 81–90, 2015.

  8. K. Lee, R. Pedarsani, and K. Ramchandran, “On Scheduling Redundant Requests with Cancellation Overheads”, IEEE/ACM Transactions on Networking, Vol. 25, No. 2, pp. 1279–1290, 2017.

  9. R. Pedarsani, O. Leveque, and S. Yang, “On the DMT Optimality of Time-Varying Distributed Rotation over Slow Fading Relay Channels”, IEEE Transactions on Wireless Communication, vol. 14, pp. 421–434, 2015.

Conference Publications

  1. N. Mehr, R. Horowtiz, and R. Pedarsani, “Low-Complexity Ramp Metering for Freeway Congestion Control via Network Utility Maximization”, Proceedings of IEEE Conference on Decision and Control (CDC), 2017. (extended version)

  2. D. Lazar, S. Coogan, and R. Pedarsani, “Capacity Modeling and Routing for Traffic Networks with Mixed Autonomy”, to appear in Proceedings of IEEE Conference on Decision and Control (CDC), 2017.

  3. N. Mehr, R. Horowtiz, and R. Pedarsani, “Low-Complexity Ramp Metering for Freeway Congestion Control via Network Utility Maximization”, to appear in Proceedings of IEEE Conference on Decision and Control (CDC), 2017.

  4. N. Mehr, J. Lioris, R. Horowtiz, and R. Pedarsani, “Joint Perimeter and Signal Control of Urban Traffic via Network Utility Maximization”, to appear in Proceedings of IEEE International Conference on Intelligent Transportation Systems (ITSC), 2017.

  5. A. Reisizadehmobarakeh, S. Prakash, R. Pedarsani, S. Avestimehr, “Coded Computation over Heterogeneous Clusters”, IEEE International Symposium on Information Theory (ISIT), 2017.

  6. K. Lee, R. Pedarsani, D. Papailiopoulos, K. Ramchandran, “Coded Computation for Multicore Setups”, IEEE International Symposium on Information Theory (ISIT), 2017.

  7. K. Chandrasekher, K. Lee, P. Kairouz, R. Pedarsani, and K. Ramchandran, “Asynchronous and Noncoherent Neighbor Discovery for the IoT Using Sparse-Graph Codes”, IEEE International Conference on Communications (ICC), 2017.

  8. D. Yin, R. Pedarsani, X. Li, and K. Ramchandran, “Fast and Robust Support Recovery for Compressive Sensing with Continuous Alphabet”, Allerton Conference on Communications, Control and Computing, 2016.

  9. Z. Amini, R. Pedarsani, A. Skabardonis, and P. Varaiya, “Queue-Length Estimation Using Real-Time Traffic Data”, IEEE International Conference on Intelligent Transportation Systems (ITSC), 2016.

  10. K. Lee, M. Lam, R. Pedarsani, D. Papailiopoulos, and K. Ramchandran, “Speeding Up Distributed Machine Learning Using Codes”, IEEE International Symposium on Information Theory (ISIT), 2016.

  11. K. Lee, R. Pedarsani, and K. Ramchandran, “SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing based on Sparse-Graph Codes”, IEEE International Symposium on Information Theory (ISIT), 2016.

  12. K. Lee, M. Lam, R. Pedarsani, D. Papailiopoulos, and K. Ramchandran, “Speeding Up Distributed Machine Learning Using Codes”, Neural Information Processing Systems (NIPS): Workshop on Machine Learning Systems, 2015.

  13. J. Lioris, R. Pedarsani, F. Yildiz, and P. Varaiya, “Doubling Throughput in Urban Roads by Platooning”, accepted in the IFAC Symposium on Control in Transportation Systems, 2015.

  14. R. Pedarsani, K. Lee, and K. Ramchandran, “Sparse Covariance Estimation Based on Sparse-Graph Codes”, Allerton Conference on Communication, Control and Computing, 2015.

  15. K. Lee, R. Pedarsani, and K. Ramchandran, “On Scheduling Redundant Requests with Cancellation Overheads”, Allerton Conference on Communication, Control and Computing, 2015.

  16. R. Pedarsani, K. Lee, and K. Ramchandran, “Capacity-Approaching PhaseCode for Low-Complexity Compressive Phase Retrieval”, IEEE International Symposium on Information Theory (ISIT), 2015. (arxiv version)

  17. D. Yin, K. Lee, R. Pedarsani, and K. Ramchandran, “Fast and Robust Compressive Phase Retrieval with Sparse-Graph Codes”, IEEE International Symposium on Information Theory (ISIT), 2015.

  18. R. Pedarsani, J. Walrand, and Y. Zhong, “Scheduling Tasks with Precedence Constraints on Multiple Servers”, Allerton Conference on Communication, Control, and Computing, 2014.

  19. R. Pedarsani, K. Lee, and K. Ramchandran, “PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph Codes”, Allerton Conference on Communication, Control, and Computing, 2014.

  20. R. Pedarsani, J. Walrand, and Y. Zhong, “Robust Scheduling in a Flexible Fork-Join Network”, IEEE Conference on Decision and Control (CDC), 2014.

  21. R. Pedarsani, M. Maddah-Ali, and U. Niesen, “Online Coded Caching”, IEEE International Conference on Communications (ICC), 2014. (Best paper award)

  22. R. Pedarsani, J. Walrand, and Y. Zhong, “Robust Scheduling and Congestion Control for Flexible Queueing Networks”, IEEE International Conference on Computing, Networking and Communications (ICNC), 2014.

  23. R. Pedarsani, S. H. Hassani, I. Tal, and E. Telatar, “On the Construction of Polar Codes”, IEEE International Symposium on Information Theory (ISIT), 2011.

  24. R. Pedarsani, O. Leveque, and S. Yang, “On the DMT Optimality of the Rotate-and-Forward Scheme in a Two-Hop MIMO Relay Channel”, Allerton Conference on Communication, Control, and Computing, 2010.

  25. R. Pedarsani, O. Leveque, and S. Yang, “Flip-and-forward Achieves the Optimal Diversity-Multiplexing Tradeoff for the Two-Hop MIMO Relay Channel, with Two Relay Antennas”, Fifth International Conference on Cognitive Radio Oriented Wireless Network and Communications (CROWNCOM), 2010.

Patents

  1. M. Maddah-Ali, U. Niesen, and R. Pedarsani, “Decentralized Online Cache Management for Digital Content”, US Patent 20,150,143,043, 2015.

Theses