2014
Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov
34k
cites
Ruslan Salakhutdinov
Faculty
Domain Adaptation and Few-Shot LearningMultimodal Machine Learning ApplicationsNatural Language Processing TechniquesTopic Modeling
About
Ruslan Salakhutdinov is a Computer Science scholar at Carnegie Mellon University. Research spans Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Natural Language Processing Techniques. 405 works, 120k citations (h-index 93).
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Affiliation on publications · Carnegie Mellon University
Most-cited work
2006
Reducing the Dimensionality of Data with Neural Networks
Geoffrey E. Hinton, Ruslan Salakhutdinov
ScienceTop-listed
21k
cites
2012
Improving neural networks by preventing co-adaptation of feature detectors
Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov
arXiv (Cornell University) OA
6.6k
cites