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Shahin Shahrampour
Shahin Shahrampour
Assistant Professor, Northeastern University
Dirección de correo verificada de northeastern.edu - Página principal
Título
Citado por
Citado por
Año
Online Optimization: Competing with Dynamic Comparators
A Jadbabaie, A Rakhlin, S Shahrampour, K Sridharan
Artificial Intelligence and Statistics (AISTATS), 398-406, 2015
2952015
Distributed Online Optimization in Dynamic Environments Using Mirror Descent
S Shahrampour, A Jadbabaie
IEEE Transactions on Automatic Control (TAC) 63 (3), 714-725, 2018
2932018
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
2512016
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
1172016
Multi-Armed Bandits in Multi-Agent Networks
S Shahrampour, A Rakhlin, A Jadbabaie
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2017
942017
Topology Identification of Directed Dynamical Networks via Power Spectral Analysis
S Shahrampour, VM Preciado
IEEE Transactions on Automatic Control (TAC) 60 (8), 2260-2265, 2015
942015
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), 20802-20812, 2020
762020
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
642020
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
492013
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
402017
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
352021
On Distributed Nonconvex 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
32*2022
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
302015
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
AAAI Conference on Artificial Intelligence (AAAI), 4026-4033, 2018
262018
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
252017
On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems
TJ Chang, S Shahrampour
AAAI Conference on Artificial Intelligence (AAAI), 6966-6973, 2021
22*2021
Switching to Learn
S Shahrampour, MA Rahimian, A Jadbabaie
American Control Conference (ACC), 2918-2923, 2015
182015
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