Shahin Shahrampour
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Online Optimization: Competing with Dynamic Comparators
A Jadbabaie, A Rakhlin, S Shahrampour, K Sridharan
Artificial Intelligence and Statistics (AISTATS), 398-406, 2015
1072015
Online Optimization in Dynamic Environments: Improved Regret Rates for Strongly Convex Problems
A Mokhtari, S Shahrampour, A Jadbabaie, A Ribeiro
IEEE Conference on Decision and Control (CDC), 7195-7201, 2016
712016
Distributed online optimization in dynamic environments using mirror descent
S Shahrampour, A Jadbabaie
IEEE Transactions on Automatic Control (TAC), 714-725, 2018
702018
Topology Identification of Directed Dynamical Networks via Power Spectral Analysis
S Shahrampour, VM Preciado
IEEE Transactions on Automatic Control (TAC), 2260-2265, 2015
642015
Exponentially fast parameter estimation in networks using distributed dual averaging
S Shahrampour, A Jadbabaie
IEEE Conference on Decision and Control (CDC), 6196-6201, 2013
622013
Distributed Detection: Finite-time Analysis and Impact of Network Topology
S Shahrampour, A Rakhlin, A Jadbabaie
IEEE Transactions on Automatic Control (TAC), 3256-3268, 2016
602016
Online learning of dynamic parameters in social networks
S Shahrampour, S Rakhlin, A Jadbabaie
Advances in Neural Information Processing Systems (NIPS), 2013-2021, 2013
362013
Learning without Recall by Random Walks on Directed Graphs
MA Rahimian, S Shahrampour, A Jadbabaie
IEEE Conference on Decision and Control (CDC), 5538-5543, 2015
222015
On optimal generalizability in parametric learning
A Beirami, M Razaviyayn, S Shahrampour, V Tarokh
Advances in Neural Information Processing Systems (NIPS), 3455-3465, 2017
182017
Reconstruction of directed networks from consensus dynamics
S Shahrampour, VM Preciado
American Control Conference (ACC), 1685-1690, 2013
172013
Multi-armed bandits in multi-agent networks
S Shahrampour, A Rakhlin, A Jadbabaie
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2017
162017
An online optimization approach for multi-agent tracking of dynamic parameters in the presence of adversarial noise
S Shahrampour, A Jadbabaie
American Control Conference (ACC), 3306-3311, 2017
112017
Switching to Learn
S Shahrampour, MA Rahimian, A Jadbabaie
American Control Conference (ACC), 2918-2923, 2015
112015
On sequential elimination algorithms for best-arm identification in multi-armed bandits
S Shahrampour, M Noshad, V Tarokh
IEEE Transactions on Signal Processing (TSP), 4281-4292, 2017
102017
On data-dependent random features for improved generalization in supervised learning
S Shahrampour, A Beirami, V Tarokh
Thirty-Second AAAI Conference on Artificial Intelligence, 4026-4033, 2018
92018
Finite-time guarantees for Byzantine-resilient distributed state estimation with noisy measurements
L Su, S Shahrampour
IEEE Transactions on Automatic Control, 2019
82019
Distributed Estimation of Dynamic Parameters: Regret Analysis
S Shahrampour, A Rakhlin, A Jadbabaie
American Control Conference (ACC), 1066-1071, 2016
62016
Finite-time Analysis of the Distributed Detection Problem
S Shahrampour, A Rakhlin, A Jadbabaie
53rd Annual Allerton Conference on Communication, Control, and Computing …, 2015
62015
Online learning for multimodal data fusion with application to object recognition
S Shahrampour, M Noshad, J Ding, V Tarokh
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II), 1259 …, 2018
42018
Supervised learning using data-dependent random features with application to seizure detection
S Shahrampour, A Beirami, V Tarokh
IEEE Conference on Decision and Control (CDC), 1168-1173, 2018
22018
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Artiklar 1–20