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
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning
Justin Singh Kang , Ramtin Pedarsani , Kannan Ramchandran
Transactions on Machine Learning Research
2023
Fast and Robust Support Recovery for Compressive Sensing with Continuous Alphabet
Dong Yin , Ramtin Pedarsani , Xiao Li , Kannan Ramchandran
2016
Congestion-aware Bi-modal Delivery Systems Utilizing Drones
Mark Beliaev , Negar Mehr , Ramtin Pedarsani
Future Transportation 3 ( 1) 329 -348
2
2023
Pricing for Multi-modal Pickup and Delivery Problems with Heterogeneous Users
Mark Beliaev , Negar Mehr , Ramtin Pedarsani
arXiv preprint arXiv:2303.10253
2023
An optimal transport approach to personalized federated learning
Farzan Farnia , Amirhossein Reisizadeh , Ramtin Pedarsani , Ali Jadbabaie
IEEE Journal on Selected Areas in Information Theory 3 ( 2) 162 -171
12
2022
Quantized Decentralized Consensus Optimization
Amirhossein Reisizadeh , Aryan Mokhtari , Hamed Hassani , Ramtin Pedarsani
Decision and Control (CDC), 2018 IEEE 57th Conference on
31
2018
Provably Private Distributed Averaging Consensus: An Information-Theoretic Approach
Mohammad Fereydounian , Aryan Mokhtari , Ramtin Pedarsani , Hamed Hassani
IEEE Transactions on Information Theory
1
2023
The price of anarchy for transportation networks with mixed autonomy
Daniel A Lazar , Samuel Coogan , Ramtin Pedarsani
2018 Annual American Control Conference (ACC) 6359 -6365
19
2018
Ride-sharing networks with mixed autonomy
Qinshuang Wei , Jorge Alberto Rodriguez , Ramtin Pedarsani , Samuel Coogan
2019 American Control Conference (ACC) 3303 -3308
11
2019
A Dynamic Decision-Making Framework Promoting Long-Term Fairness
Bhagyashree Puranik , Upamanyu Madhow , Ramtin Pedarsani
547 -556
6
2022
Toward robust neural networks via sparsification
Soorya Gopalakrishnan , Zhinus Marzi , Upamanyu Madhow , Ramtin Pedarsani
arXiv preprint arXiv:1810.10625
4
2018
Generalized likelihood ratio test for adversarially robust hypothesis testing
Bhagyashree Puranik , Upamanyu Madhow , Ramtin Pedarsani
IEEE Transactions on Signal Processing 70 4124 -4139
2
2022
Dynamic Positive Reinforcement For Long-Term Fairness
Bhagyashree Puranik , Upamanyu Madhow , Ramtin Pedarsani
ICLR 2022 Workshop on Socially Responsible Machine Learning
2
2022
Polarizing Front Ends for Robust CNNs
Can Bakıskan , Soorya Gopalakrishnan , Metehan Çekiç , Upamanyu Madhow
Social coordination and altruism in autonomous driving
Behrad Toghi , Rodolfo Valiente , Dorsa Sadigh , Ramtin Pedarsani
IEEE Transactions on Intelligent Transportation Systems 23 ( 12) 24791 -24804
58
2022
Altruistic autonomy: Beating congestion on shared roads
Erdem Bıyık , Daniel A Lazar , Ramtin Pedarsani , Dorsa Sadigh
Algorithmic Foundations of Robotics XIII: Proceedings of the 13th Workshop on the Algorithmic Foundations of Robotics 13 887 -904
29
2020
Emergent prosociality in multi-agent games through gifting
Woodrow Z Wang , Mark Beliaev , Erdem Bıyık , Daniel A Lazar
arXiv preprint arXiv:2105.06593
27
2021
Incentivizing efficient equilibria in traffic networks with mixed autonomy
Erdem Bıyık , Daniel A Lazar , Ramtin Pedarsani , Dorsa Sadigh
IEEE Transactions on Control of Network Systems 8 ( 4) 1717 -1729
21
2021
Emergent correlated equilibrium through synchronized exploration
Mark Beliaev , Woodrow Z Wang , Daniel A Lazar , Erdem Biyik
RSS 2020 Workshop on Emergent Behaviors in Human-Robot Systems
1
2020
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