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Hossein Taheri
Hossein Taheri
Verified email at ucsb.edu - Homepage
Title
Cited by
Cited by
Year
Robust and communication-efficient collaborative learning
A Reisizadeh, H Taheri, A Mokhtari, H Hassani, R Pedarsani
Neural Information Processing Systems 32 (2019): 8388-8399, 2019
712019
Quantized Decentralized Stochastic Learning over Directed Graphs
H Taheri, A Mokhtari, H Hassani, R Pedarsani
International Conference on Machine Learning, 9324-9333, 2020
27*2020
Fundamental limits of ridge-regularized empirical risk minimization in high dimensions
H Taheri, R Pedarsani, C Thrampoulidis
International Conference on Artificial Intelligence and Statistics, 2020
252020
Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models
H Taheri, R Pedarsani, C Thrampoulidis
International Conference on Artificial Intelligence and Statistics, 2021
23*2021
Sharp guarantees for solving random equations with one-bit information
H Taheri, R Pedarsani, C Thrampoulidis
2019 57th Annual Allerton Conference on Communication, Control, and …, 2019
112019
Asymptotic behavior of adversarial training in binary classification
H Taheri, R Pedarsani, C Thrampoulidis
arXiv preprint arXiv:2010.13275, 2020
102020
Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models
H Taheri, R Pedarsani, C Thrampoulidis
Entropy 23 (2), 178, 2021
32021
Optimality of Least-squares for Classification in Gaussian-Mixture Models
H Taheri, R Pedarsani, C Thrampoulidis
2020 IEEE International Symposium on Information Theory (ISIT), 2515-2520, 2020
22020
Asymptotic Behavior of Adversarial Training in Binary Linear Classification
H Taheri, R Pedarsani, C Thrampoulidis
2022 IEEE International Symposium on Information Theory (ISIT), 127-132, 2022
2022
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