Fariborz Salehi

According to our database, Fariborz Salehi authored at least 16 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models.

Taylan Kargin, Fariborz Salehi, Babak Hassibi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Stochastic Mirror Descent in Average Ensemble Models.

Taylan Kargin, Fariborz Salehi, Babak Hassibi

CoRR, 2022

2020

Robustifying Binary Classification to Adversarial Perturbation.

Fariborz Salehi, Babak Hassibi

CoRR, 2020

The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data.

Fariborz Salehi, Ehsan Abbasi, Babak Hassibi

CoRR, 2020

The Performance Analysis of Generalized Margin Maximizers on Separable Data.

Fariborz Salehi, Ehsan Abbasi, Babak Hassibi

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

The Impact of Regularization on High-dimensional Logistic Regression.

Fariborz Salehi, Ehsan Abbasi, Babak Hassibi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Universality in Learning from Linear Measurements.

Ehsan Abbasi, Fariborz Salehi, Babak Hassibi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Sparse Covariance Estimation from Quadratic Measurements: A Precise Analysis.

Ehsan Abbasi, Fariborz Salehi, Babak Hassibi

Proceedings of the IEEE International Symposium on Information Theory, 2019

Performance Analysis of Convex Data Detection in MIMO.

Ehsan Abbasi, Fariborz Salehi, Babak Hassibi

Proceedings of the IEEE International Conference on Acoustics, 2019

A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem.

Ahmed Douik, Fariborz Salehi, Babak Hassibi

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Federated Learning with Autotuned Communication-Efficient Secure Aggregation.

Kallista A. Bonawitz, Fariborz Salehi, Jakub Konecný, Brendan McMahan, Marco Gruteser

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity.

Fariborz Salehi, Ehsan Abbasi, Babak Hassibi

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Precise Analysis of PhaseMax in Phase Retrieval.

Fariborz Salehi, Ehsan Abbasi, Babak Hassibi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Improving Distributed Gradient Descent Using Reed-Solomon Codes.

Wael Halbawi, Navid Azizan Ruhi, Fariborz Salehi, Babak Hassibi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Private yet Efficient Decision Tree Evaluation.

Marc Joye, Fariborz Salehi

Proceedings of the Data and Applications Security and Privacy XXXII, 2018

2017

Multiple illumination phaseless super-resolution (MIPS) with applications to phaseless DoA estimation and diffraction imaging.

Fariborz Salehi, Kishore Jaganathan, Babak Hassibi

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017