Journal Papers
[J6] Online Learning for Multi-Modal Data Fusion with Application to Object Recognition [pdf]
Shahin Shahrampour, Mohammad Noshad, Jie Ding, and Vahid Tarokh
IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II), September 2018.
[J5] Analysis of Multi-State Autoregressive Models [pdf]
Jie Ding, Shahin Shahrampour, Kathryn Heal, and Vahid Tarokh
IEEE Transactions on Signal Processing (TSP), May 2018.
[J4] Distributed Online Optimization in Dynamic Environments Using Mirror Descent [pdf]
Shahin Shahrampour and Ali Jadbabaie.
IEEE Transactions on Automatic Control (TAC), March 2018.
[J3] On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits [pdf]
Shahin Shahrampour, Mohammad Noshad, and Vahid Tarokh.
IEEE Transactions on Signal Processing (TSP), August 2017.
[J2] Distributed Detection: Finite-time Analysis and Impact of Network Topology [pdf]
Shahin Shahrampour, Alexander Rakhlin, and Ali Jadbabaie.
IEEE Transactions on Automatic Control (TAC), November 2016.
[J1] Topology Identification of Directed Dynamical Networks via Power Spectral Analysis [pdf]
Shahin Shahrampour and Victor M. Preciado.
IEEE Transactions on Automatic Control (TAC), August 2015.
Refereed Conference Papers
[C16] Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels
Shahin Shahrampour and Vahid Tarokh.
Advances in Neural Information Processing Systems (NIPS), 2018. [Acceptance Rate: 20.8%]
[C15] Supervised Learning Using Data-Dependent Random Features with Application to Seizure Detection
Shahin Shahrampour, Ahmad Beirami, and Vahid Tarokh.
IEEE Conference on Decision and Control (CDC), 2018.
Shahin Shahrampour, Ahmad Beirami, and Vahid Tarokh.
AAAI Conference on Artificial Intelligence (AAAI), 2018. [Acceptance Rate: 24.5%]
Ahmad Beirami, Meisam Razaviayayn, Shahin Shahrampour, and Vahid Tarokh.
Advances in Neural Information Processing Systems (NIPS), 2017. [Acceptance Rate: 20.9%]
Advances in Neural Information Processing Systems (NIPS), 2017. [Acceptance Rate: 20.9%]
[C12] Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits [pdf]
Shahin Shahrampour and Vahid Tarokh.
Allerton Conference on Communication, Control, and Computing (Allerton), 2017.
[C11] An Online Optimization Approach for Multi-Agent Tracking of Dynamic Parameters in the Presence of Adversarial Noise [pdf]
Shahin Shahrampour and Ali Jadbabaie.
IEEE American Control Conference (ACC), 2017.
[C10] Multi-Armed Bandits in Multi-Agent Networks [pdf]
Shahin Shahrampour, Alexander Rakhlin, and Ali Jadbabaie.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
[C9] Online Optimization in Dynamic Environments: Improved Regret Rates for Strongly Convex Problems [pdf]
Aryan Mokhtari, Shahin Shahrampour, Ali Jadbabaie, and Alejandro Ribeiro.
IEEE Conference on Decision and Control (CDC), 2016.
[C8] Distributed Estimation of Dynamic Parameters : Regret Analysis [pdf]
Shahin Shahrampour, Alexander Rakhlin, and Ali Jadbabaie.
IEEE American Control Conference (ACC), 2016.
Ali Jadbabaie, Alexander Rakhlin, Shahin Shahrampour, and Karthik Sridharan. [Alphabetical Order]
Artificial Intelligence and Statistics (AISTATS), 2015. [Acceptance Rate: 26.7%]
[C6] Finite-time Analysis of the Distributed Detection Problem [pdf]
Shahin Shahrampour, Alexander Rakhlin, and Ali Jadbabaie.
Allerton Conference on Communication, Control, and Computing (Allerton), 2015.
[C5] Learning Without Recall by Random Walks on Directed Graphs [pdf]
Mohammad Amin Rahimian, Shahin Shahrampour, and Ali Jadbabaie.
IEEE Conference on Decision and Control (CDC), 2015.
[C4] Switching to Learn [pdf]
Shahin Shahrampour, Mohammad Amin Rahimian, and Ali Jadbabaie.
IEEE American Control Conference (ACC), 2015.
Shahin Shahrampour, Alexander Rakhlin, and Ali Jadbabaie.
Advances in Neural Information Processing Systems (NIPS), 2013. [Acceptance Rate: 25.3%]
[C2] Exponentially Fast Parameter Estimation in Networks Using Distributed Dual Averaging [pdf]
Shahin Shahrampour and Ali Jadbabaie.
IEEE Conference on Decision and Control (CDC), 2013.
[C1] Reconstruction of Directed Networks from Consensus Dynamics [pdf]
Shahin Shahrampour and Victor M. Preciado.
IEEE American Control Conference (ACC), 2013.