PUBLICATIONS
- [23]
M.D. Zeiler, M. Ranzato, R. Monga, M. Mao, K. Yang, Q.V. Le,
P. Nguyen, A. Senior, V. Vanhoucke, J. Dean, G. Hinton
"On Rectified Linear Units for Speech Processing".
IEEE International Conference on Acoustic Speech and Signal
Processing (ICASSP 2013) Vancouver, 2013.
- [22]
G. Heigold, V. Vanhoucke, A. Senior, P. Nguyen, M. Ranzato,
M. Devin, J. Dean "Multilingual Acoustic Models using Distributed Neep Neural Networks".
IEEE International Conference on Acoustic Speech and Signal
Processing (ICASSP 2013) Vancouver, 2013.
- [21]
A. Senior, G. Heigold, M. Ranzato, K. Yang
"An Empirical Study of Learning Rates in Deep Neural Networks for
Speech Recognition".
IEEE International Conference on Acoustic Speech and Signal
Processing (ICASSP 2013) Vancouver, 2013.
- [19]
J. Dean, G. Corrado, R. Monga, K. Chen, M. Devin, Q. Le, M. Mao,
M. Ranzato, A. Senior, P. Tucker, K. Yang, A. Ng
"
Large Scale Distributed Deep Networks".
Advances in Neural Information Processing Systems 25 (NIPS
2012), Lake Tahoe, 2012.
Workshop Papers
-
O. Yadan, K. Adams, Y. Taigman, M. Ranzato
"Multi-GPU Training of
ConvNets".
Workshop at the International Conference on Learning
Representations, 2014.
-
E. Hörster, M. Slaney, M. Ranzato, K. Weinberger
"Unsupervised Image
Ranking".
Proceedings of the First ACM workshop on Large-scale multimedia
retrieval and mining, Beijing, 2009.
Technical Reports
Ph.D. Thesis
"Unsupervised Learning of Feature Hierarchies". New York University, May 2009.
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