According to our database1, Shahin Shahrampour authored at least 44 papers between 2013 and 2021.
Legend:Book In proceedings Article PhD thesis Other
Distributed Mirror Descent With Integral Feedback: Asymptotic Convergence Analysis of Continuous-Time Dynamics.
IEEE Control. Syst. Lett., 2021
IEEE Trans. Control. Netw. Syst., 2020
Finite-Time Guarantees for Byzantine-Resilient Distributed State Estimation With Noisy Measurements.
IEEE Trans. Autom. Control., 2020
Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems.
Unconstrained Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems.
Overcoming the Curse of Dimensionality in Density Estimation with Mixed Sobolev GANs.
A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Space.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Generalization Guarantees for Sparse Kernel Approximation with Entropic Optimal Features.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 American Control Conference, 2020
Cell Association via Boundary Detection: A Scalable Approach Based on Data-Driven Random Features.
A General Scoring Rule for Randomized Kernel Approximation with Application to Canonical Correlation Analysis.
A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adversarial Networks.
On Sampling Random Features From Empirical Leverage Scores: Implementation and Theoretical Guarantees.
N-Dimensional Distributed Network Localization with Noisy Range Measurements and Arbitrary Anchor Placement.
Proceedings of the 2019 American Control Conference, 2019
IEEE Trans. Circuits Syst. II Express Briefs, 2018
IEEE Trans. Autom. Control., 2018
Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Supervised Learning Using Data-dependent Random Features with Application to Seizure Detection.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
On Data-Dependent Random Features for Improved Generalization in Supervised Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits.
IEEE Trans. Signal Process., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
An online optimization approach for multi-agent tracking of dynamic parameters in the presence of adversarial noise.
Proceedings of the 2017 American Control Conference, 2017
Nonlinear sequential accepts and rejects for identification of top arms in stochastic bandits.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
IEEE Trans. Autom. Control., 2016
Online optimization in dynamic environments: Improved regret rates for strongly convex problems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 2016 American Control Conference, 2016
IEEE Trans. Autom. Control., 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Exponentially Fast Parameter Estimation in Networks Using Distributed Dual Averaging.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Exponentially fast parameter estimation in networks using distributed dual averagingy.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the American Control Conference, 2013