Improving distributed gradient descent using reed-solomon codes W Halbawi, N Azizan, F Salehi, B Hassibi 2018 IEEE International Symposium on Information Theory (ISIT), 2027-2031, 2018 | 181 | 2018 |
The impact of regularization on high-dimensional logistic regression F Salehi, E Abbasi, B Hassibi Advances in Neural Information Processing Systems 32, 2019 | 125 | 2019 |
Federated learning with autotuned communication-efficient secure aggregation K Bonawitz, F Salehi, J Konečný, B McMahan, M Gruteser 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1222-1226, 2019 | 79 | 2019 |
Private yet efficient decision tree evaluation M Joye, F Salehi Data and Applications Security and Privacy XXXII: 32nd Annual IFIP WG 11.3 …, 2018 | 46 | 2018 |
Universality in learning from linear measurements E Abbasi, F Salehi, B Hassibi Advances in Neural Information Processing Systems 32, 2019 | 35 | 2019 |
A Precise Analysis of PhaseMax in Phase Retrieval F Salehi, E Abbasi, B Hassibi 2018 IEEE International Symposium on Information Theory (ISIT), 976-980, 2018 | 31 | 2018 |
The performance analysis of generalized margin maximizers on separable data F Salehi, E Abbasi, B Hassibi International conference on machine learning, 8417-8426, 2020 | 21 | 2020 |
Learning without the phase: Regularized phasemax achieves optimal sample complexity F Salehi, E Abbasi, B Hassibi Advances in Neural Information Processing Systems 31, 2018 | 19 | 2018 |
Performance analysis of convex data detection in mimo E Abbasi, F Salehi, B Hassibi 2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019 | 18 | 2019 |
A silicon photonics computational lensless active-flat-optics imaging system A White, P Khial, F Salehi, B Hassibi, A Hajimiri Scientific Reports 10 (1), 1689, 2020 | 14 | 2020 |
Privacy-preserving evaluation of decision trees M Joye, F Salehi US Patent 10,764,048, 2020 | 8 | 2020 |
Multiple illumination phaseless super-resolution (mips) with applications to phaseless doa estimation and diffraction imaging F Salehi, K Jaganathan, B Hassibi 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 7 | 2017 |
Privacy preserving comparison M Joye, F Salehi US Patent 10,601,579, 2020 | 5 | 2020 |
Performance of real phase retrieval E Abbasi, F Salehi, B Hassibi 2017 International Conference on Sampling Theory and Applications (SampTA …, 2017 | 3 | 2017 |
A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem A Douik, F Salehi, B Hassibi 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1962-1966, 2019 | 2 | 2019 |
Sparse covariance estimation from quadratic measurements: A precise analysis E Abbasi, F Salehi, B Hassibi 2019 IEEE International Symposium on Information Theory (ISIT), 2074-2078, 2019 | 2 | 2019 |
Stochastic mirror descent in average ensemble models T Kargin, F Salehi, B Hassibi arXiv preprint arXiv:2210.15323, 2022 | 1 | 2022 |
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models T Kargin, F Salehi, B Hassibi ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
Structured Signal Recovery from Nonlinear Measurements with Applications in Phase Retrieval and Linear Classification F Salehi California Institute of Technology, 2021 | | 2021 |
Robustifying Binary Classification to Adversarial Perturbation F Salehi, B Hassibi arXiv preprint arXiv:2010.15391, 2020 | | 2020 |