- Assistant Professor, Industrial & Systems Engineering and Electrical & Computer Engineering
- Phone: 979-458-2380
- Email: shahin@tamu.edu
- Office: ETB 4032
- Website: Personal Website
Educational Background
- Ph.D. Electrical & Systems Engineering, University of Pennsylvania - 2015
- A.M., Statistics, The Wharton School - 2014
- M.S., Electrical Engineering, University of Pennsylvania - 2012
- B.S., Electrical Engineering, Sharif University of Technology - 2009
Research Interests
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- Machine learning
- Optimization
- Decision theory
- Statistical signal processing
- Distributed algorithms
Selected Publications
- S. Shahrampour and V. Tarokh, "Learning Bounds for Greedy Approximation with Multiple Explicit Feature Maps", Advances in Neural Information Processing Systems (NIPS), 2018
- S. Shahrampour and A. Jadbabaie, "Distributed Online Optimization in Dynamic Environments Using Mirror Descent", IEEE Transactions on Automatic Control (TAC), March 2018
- A. Beirami, M. Razaviayayn, S. Shahrampour, and V. Tarokh, "On Optimal Generalizability in Parametric Learning", Advances in Neural Information Processing Systems (NIPS), 2017
- S. Shahrampour, A. Rakhlin, and A. Jadbabaie, "Distributed Detection: Finite-time Analysis and Impact of Network Topology", IEEE Transactions on Automatic Control (TAC), November 2016
- A. Jadbabaie, A. Rakhlin, S. Shahrampour, and K. Sridharan, "Online Optimization: Competing with Dynamic Comparators", Artificial Intelligence and Statistics (AISTATS), 2015