Ramtin Pedarsani
机构: Associate Professor, Electrical and Computer Engineering, UC Santa Barbara
主页: ucsb.edu
每年引用次数
引用次数
引用: 5,466
H-指数: 34
I10-指数 : 65
出版物: 160
Coded Computing for Distributed Graph Analytics
Ramtin Pedarsani , Amirhossein Reisizadeh , Saurav Prakash , Amir Salman Avestimehr
IEEE Transactions on Information Theory 66 ( 10) 6534 -6554
4
2020
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity.
Ramtin Pedarsani , Aryan Mokhtari , Amirhossein Reisizadeh , Hamed Hassani
arXiv: Learning
33
2020
Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models.
Ramtin Pedarsani , Christos Thrampoulidis , Hossein Taheri
Entropy 23 ( 2) 178
2021
Edge Computing in the Dark: Leveraging Contextual-Combinatorial Bandit and Coded Computing
Ramtin Pedarsani , A. Salman Avestimehr , Chien-Sheng Yang
IEEE ACM Transactions on Networking 1 -10
1
2021
Incentivizing routing choices for safe and efficient transportation in the face of the COVID-19 pandemic
Ramtin Pedarsani , Dorsa Sadigh , Erdem Bıyık , Daniel A. Lazar
international conference on cyber-physical systems 187 -197
2021
Adversarially Robust Classification Based on GLRT
Ramtin Pedarsani , Upamanyu Madhow , Bhagyashree Puranik
international conference on acoustics speech and signal processing
2021
Platoons of connected vehicles can double throughput in urban roads
Jennie Lioris , Ramtin Pedarsani , Fatma Yildiz Tascikaraoglu , Pravin Varaiya
Transportation Research Part C-emerging Technologies 77 292 -305
145
2017
Capacity-approaching PhaseCode for low-complexity compressive phase retrieval
Ramtin Pedarsani , Kangwook Lee , Kannan Ramchandran
international symposium on information theory 989 -993
2015
Fast and robust compressive phase retrieval with sparse-graph codes
Dong Yin , Kangwook Lee , Ramtin Pedarsani , Kannan Ramchandran
2015 IEEE International Symposium on Information Theory (ISIT) 2583 -2587
12
2015
Speeding up distributed machine learning using codes
Kangwook Lee , Maximilian Lam , Ramtin Pedarsani , Dimitris Papailiopoulos
2016 IEEE International Symposium on Information Theory (ISIT) 1143 -1147
773
2016
Mixed Autonomy in Ride-Sharing Networks
Qinshuang Wei , Ramtin Pedarsani , Samuel Coogan
IEEE Transactions on Control of Network Systems 7 ( 4) 1940 -1950
2020
Asynchronous and noncoherent neighbor discovery for the IoT using sparse-graph codes
Kabir Chandrasekher , Kangwook Lee , Peter Kairouz , Ramtin Pedarsani
international conference on communications 1 -6
6
2017
Coded Computation Over Heterogeneous Clusters
Amirhossein Reisizadeh , Saurav Prakash , Ramtin Pedarsani , Amir Salman Avestimehr
IEEE Transactions on Information Theory 65 ( 7) 4227 -4242
14
2019
Sub-Linear Time Support Recovery for Compressed Sensing Using Sparse-Graph Codes
Xiao Li , Dong Yin , Sameer Pawar , Ramtin Pedarsani
IEEE Transactions on Information Theory 65 ( 10) 6580 -6619
4
2019
Polarizing Front Ends for Robust Cnns
Can Bakiskan , Soorya Gopalakrishnan , Metehan Cekic , Upamanyu Madhow
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4257 -4261
2
2020
Optimal Tolling for Heterogeneous Traffic Networks with Mixed Autonomy
Daniel A. Lazar , Samuel Coogan , Ramtin Pedarsani
2019 IEEE 58th Conference on Decision and Control (CDC) 4103 -4108
6
2019
Low-complexity ramp metering for freeway congestion control via network utility maximization
Negar Mehr , Roberto Horowitz , Ramtin Pedarsani
2017 IEEE 56th Annual Conference on Decision and Control (CDC) 5672 -5677
1
2017
Capacity modeling and routing for traffic networks with mixed autonomy
Daniel A. Lazar , Samuel Coogan , Ramtin Pedarsani
2017 IEEE 56th Annual Conference on Decision and Control (CDC) 5678 -5683
34
2017
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing Based on Sparse-Graph Codes
Kangwook Lee , Kabir Chandrasekher , Ramtin Pedarsani , Kannan Ramchandran
IEEE Transactions on Signal Processing 67 ( 17) 4649 -4664
5
2019
Amirhossein Reisizadeh Kannan Ramchandran Hamed Hassani Kangwook Lee Aryan Mokhtari Daniel Lazar Salman Avestimehr Dorsa Sadigh Dimitris Papailiopoulos Upamanyu Madhow Samuel Coogan Jean Walrand Mohammad Ali Maddah-Ali Yuan Zhong Negar Mehr Emre Telatar Olivier Leveque Sheng YANG Roberto HOROWITZ Yudong Chen