Fariborz Salehi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Involving High Dimensional Data

Sample Complexity

Logistic Regression

Top Venues

Publications

Taylan Kargin, Fariborz Salehi, Babak Hassibi
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models. ICASSP (2023)
Taylan Kargin, Fariborz Salehi, Babak Hassibi
Stochastic Mirror Descent in Average Ensemble Models. CoRR (2022)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data. CoRR (2020)
Fariborz Salehi, Babak Hassibi
Robustifying Binary Classification to Adversarial Perturbation. CoRR (2020)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Performance Analysis of Generalized Margin Maximizers on Separable Data. ICML (2020)
Ehsan Abbasi, Fariborz Salehi, Babak Hassibi
Performance Analysis of Convex Data Detection in MIMO. ICASSP (2019)
Ehsan Abbasi, Fariborz Salehi, Babak Hassibi
Universality in Learning from Linear Measurements. NeurIPS (2019)
Kallista A. Bonawitz, Fariborz Salehi, Jakub Konecný, Brendan McMahan, Marco Gruteser
Federated Learning with Autotuned Communication-Efficient Secure Aggregation. CoRR (2019)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Impact of Regularization on High-dimensional Logistic Regression. NeurIPS (2019)
Ahmed Douik, Fariborz Salehi, Babak Hassibi
A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem. ACSSC (2019)
Kallista A. Bonawitz, Fariborz Salehi, Jakub Konecný, Brendan McMahan, Marco Gruteser
Federated Learning with Autotuned Communication-Efficient Secure Aggregation. ACSSC (2019)
Ehsan Abbasi, Fariborz Salehi, Babak Hassibi
Sparse Covariance Estimation from Quadratic Measurements: A Precise Analysis. ISIT (2019)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Impact of Regularization on High-dimensional Logistic Regression. CoRR (2019)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity. NeurIPS (2018)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
A Precise Analysis of PhaseMax in Phase Retrieval. CoRR (2018)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
A Precise Analysis of PhaseMax in Phase Retrieval. ISIT (2018)
Marc Joye, Fariborz Salehi
Private yet Efficient Decision Tree Evaluation. DBSec (2018)
Wael Halbawi, Navid Azizan Ruhi, Fariborz Salehi, Babak Hassibi
Improving Distributed Gradient Descent Using Reed-Solomon Codes. ISIT (2018)
Fariborz Salehi, Kishore Jaganathan, Babak Hassibi
Multiple illumination phaseless super-resolution (MIPS) with applications to phaseless DoA estimation and diffraction imaging. ICASSP (2017)
Fariborz Salehi, Kishore Jaganathan, Babak Hassibi
Multiple Illumination Phaseless Super-Resolution (MIPS) with Applications To Phaseless DOA Estimation and Diffraction Imaging. CoRR (2017)
Wael Halbawi, Navid Azizan Ruhi, Fariborz Salehi, Babak Hassibi
Improving Distributed Gradient Descent Using Reed-Solomon Codes. CoRR (2017)