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Shahin Shahrampour
Shahin Shahrampour
Assistant Professor, Northeastern University
Geverifieerd e-mailadres voor northeastern.edu - Homepage
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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
2882015
Distributed online optimization in dynamic environments using mirror descent
S Shahrampour, A Jadbabaie
IEEE Transactions on Automatic Control (TAC) 63 (3), 714-725, 2018
2852018
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
2422016
Distributed Detection: Finite-time Analysis and Impact of Network Topology
S Shahrampour, A Rakhlin, A Jadbabaie
IEEE Transactions on Automatic Control (TAC) 61 (11), 3256-3268, 2016
1162016
Topology Identification of Directed Dynamical Networks via Power Spectral Analysis
S Shahrampour, VM Preciado
IEEE Transactions on Automatic Control (TAC), 2260-2265, 2015
932015
Multi-armed bandits in multi-agent networks
S Shahrampour, A Rakhlin, A Jadbabaie
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2017
922017
Exponentially fast parameter estimation in networks using distributed dual averaging
S Shahrampour, A Jadbabaie
IEEE Conference on Decision and Control (CDC), 6196-6201, 2013
842013
Statistical and topological properties of sliced probability divergences
K Nadjahi, A Durmus, L Chizat, S Kolouri, S Shahrampour, U Şimşekli
Advances in Neural Information Processing Systems (NeurIPS), 2020
702020
Finite-time guarantees for byzantine-resilient distributed state estimation with noisy measurements
L Su, S Shahrampour
IEEE Transactions on Automatic Control (TAC) 65 (9), 3758 - 3771, 2020
632020
On optimal generalizability in parametric learning
A Beirami, M Razaviyayn, S Shahrampour, V Tarokh
Advances in Neural Information Processing Systems (NIPS), 3455-3465, 2017
562017
Online learning of dynamic parameters in social networks
S Shahrampour, S Rakhlin, A Jadbabaie
Advances in Neural Information Processing Systems (NIPS), 2013-2021, 2013
482013
On sequential elimination algorithms for best-arm identification in multi-armed bandits
S Shahrampour, M Noshad, V Tarokh
IEEE Transactions on Signal Processing (TSP) 65 (16), 4281-4292, 2017
392017
Decentralized Riemannian Gradient Descent on the Stiefel Manifold
S Chen, A Garcia, M Hong, S Shahrampour
International Conference on Machine Learning (ICML), 1594-1605, 2021
302021
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
292015
On distributed non-convex optimization: Projected subgradient method for weakly convex problems in networks
S Chen, A Garcia, S Shahrampour
IEEE Transactions on Automatic Control (TAC) 67 (2), 662-675, 2022
28*2022
Reconstruction of directed networks from consensus dynamics
S Shahrampour, VM Preciado
American Control Conference (ACC), 1685-1690, 2013
272013
On data-dependent random features for improved generalization in supervised learning
S Shahrampour, A Beirami, V Tarokh
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 4026-4033, 2018
252018
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
242017
On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems
TJ Chang, S Shahrampour
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 6966-6973, 2021
18*2021
Switching to Learn
S Shahrampour, MA Rahimian, A Jadbabaie
American Control Conference (ACC), 2918-2923, 2015
182015
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Artikelen 1–20