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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
1002019
Quantized Decentralized Stochastic Learning over Directed Graphs
H Taheri, A Mokhtari, H Hassani, R Pedarsani
International Conference on Machine Learning, 9324-9333, 2020
57*2020
Sharp asymptotics and optimal performance for inference in binary models
H Taheri, R Pedarsani, C Thrampoulidis
International Conference on Artificial Intelligence and Statistics, 3739-3749, 2020
45*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
392020
Asymptotic behavior of adversarial training in binary linear classification
H Taheri, R Pedarsani, C Thrampoulidis
IEEE Transactions on Neural Networks and Learning Systems, 2023
232023
On the optimization and generalization of multi-head attention
P Deora, R Ghaderi, H Taheri, C Thrampoulidis
arXiv preprint arXiv:2310.12680, 2023
132023
On Generalization of Decentralized Learning with Separable Data
H Taheri, C Thrampoulidis
International Conference on Artificial Intelligence and Statistics, 4917-4945, 2023
8*2023
Generalization and stability of interpolating neural networks with minimal width
H Taheri, C Thrampoulidis
arXiv preprint arXiv:2302.09235, 2023
72023
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
52020
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data
H Taheri, C Thrampoulidis
AAAI Conference on Artificial Intelligence, 2023
12023
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