Shahin Shahrampour

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

- Machine learning
- Optimization
- Decision theory
- Statistical signal processing
- Distributed algorithms

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