Prati
Poorya Mianjy
Poorya Mianjy
QR at Citadel Securities
Potvrđena adresa e-pošte na citadelsecurities.com
Naslov
Citirano
Citirano
Godina
Understanding Deep Neural Networks with Rectified Linear Units
R Arora, A Basu, P Mianjy, A Mukherjee
International Conference on Learning Representations, 2018
7492018
On the Implicit Bias of Dropout
P Mianjy, R Arora, R Vidal
International Conference on Machine Learning, 3537--3545, 2018
852018
Stochastic approximation for canonical correlation analysis
R Arora, TV Marinov, P Mianjy, N Srebro
Advances in Neural Information Processing Systems 30, 4775-4784, 2017
412017
Streaming kernel PCA with O (√ n) random features
E Ullah, P Mianjy, TV Marinov, R Arora
Advances in Neural Information Processing Systems, 7322-7332, 2018
39*2018
Robust Learning for Data Poisoning Attacks
Y Wang, P Mianjy, R Arora
International Conference on Machine Learning, 10859-10869, 2021
352021
Stochastic optimization for multiview representation learning using partial least squares
R Arora, P Mianjy, T Marinov
International Conference on Machine Learning, 1786-1794, 2016
332016
On Convergence and Generalization of Dropout Training
P Mianjy, R Arora
Advances in Neural Information Processing Systems 33, 2020
322020
Dropout: Explicit forms and capacity control
R Arora, P Bartlett, P Mianjy, N Srebro
International Conference on Machine Learning, 351-361, 2021
292021
On Dropout and Nuclear Norm Regularization
P Mianjy, R Arora
International Conference on Machine Learning, 4575--4584, 2019
282019
Streaming principal component analysis in noisy setting
TV Marinov*, P Mianjy*, R Arora
International Conference on Machine Learning, 3413-3422, 2018
232018
Stochastic PCA with and Regularization
P Mianjy, R Arora
International Conference on Machine Learning, 3531-3539, 2018
192018
Adversarial robustness is at odds with lazy training
Y Wang, E Ullah, P Mianjy, R Arora
Advances in Neural Information Processing Systems 35, 6505-6516, 2022
102022
Robustness guarantees for adversarially trained neural networks
P Mianjy, R Arora
Thirty-seventh Conference on Neural Information Processing Systems, 2023
52023
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