Artigos com autorizações de acesso público - Behrooz GhorbaniSaiba mais
6 artigos disponíveis publicamente
Linearized two-layers neural networks in high dimension
B Ghorbani, S Mei, T Misiakiewicz, A Montanari
The Annals of Statistics 49 (2), 1029-1054, 2021
Autorizações: US National Science Foundation, US Department of Defense
When do neural networks outperform kernel methods?
B Ghorbani, S Mei, T Misiakiewicz, A Montanari
Advances in Neural Information Processing Systems 33, 2020
Autorizações: US National Science Foundation, US Department of Defense
Limitations of lazy training of two-layers neural network
B Ghorbani, S Mei, T Misiakiewicz, A Montanari
Advances in Neural Information Processing Systems, 9111-9121, 2019
Autorizações: US National Science Foundation, US Department of Defense
An instability in variational inference for topic models
B Ghorbani, H Javadi, A Montanari
International Conference on Machine Learning, 2221-2231, 2019
Autorizações: US National Science Foundation
Discussion of:“Nonparametric regression using deep neural networks with ReLU activation function”
B Ghorbani, S Mei, T Misiakiewicz, A Montanari
The Annals of Statistics 48 (4), 1898-1901, 2020
Autorizações: US National Science Foundation, US Department of Defense
The effect of network depth on the optimization landscape
B Ghorbani, Y Xiao, S Krishnan
ICML 2019 Workshop on Identifying and Understanding Deep Learning Phenomena, 2019
Autorizações: US National Science Foundation
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