- Assistant Professor
- Department of Electrical and Computer Engineering (Courtesy Appointment)
- Joint Faculty in: Electrical and Computer Engineering
- Phone: 979-458-2380
- Email: shahin@tamu.edu
- Office: ETB 4032
- Website: Personal Website
Educational Background
- Doctorate of Philosophy, Electrical and Systems Engineering, University of Pennsylvania - 2015
- A.M., Statistics, The Wharton School - 2014
- Master of Science, Electrical Engineering, University of Pennsylvania - 2012
- Bachelor of Science, Electrical Engineering, Sharif University of Technology - 2009
Research Interests
-
- 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