Nitish Srivastava

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky et al. · arXiv (Cornell University) · 2012 · 6.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Unsupervised Learning of Video Representations using LSTMs

Nitish Srivastava, Elman Mansimov · arXiv (Cornell University) · 2015 · 1.7K citations · Full text

Computing, Computer Science, Computer Vision +16

Multimodal Learning with Deep Boltzmann Machines

Nitish Srivastava, Ruslan Salakhutdinov · 2012 · 626 citations

Computing, Computer Science, Information Retrieval +16

Improving Neural Networks with Dropout

Nitish Srivastava · 2013 · 271 citations

Computing, Computer Science, Artificial Intelligence +10