Ruslan Salakhutdinov

Author

Also Known As

Allen, Nicholas B., Auerbach, Randy, Hinton, Geoffrey, Jang, Lawrence, Koh, Jing Yu, Makarychev, Yury, Nakata, Keisuke, R. R. Salakhutdinov, R. Salakhutdinov, Raymaekers, Robbe

435

Publications

113.3K

Citations

H-Index

227

Concepts

All Affiliations

Carnegie Mellon University University of Toronto Massachusetts Institute of Technology

About

Ruslan Salakhutdinov is an author at Carnegie Mellon University specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	69	173	36.8K
2	Language Studies	25	35	4.7K
3	Education	7	7	344
4	Arts	4	4	2.4K
5	Business	4	4	347

Ruslan Salakhutdinov

222

Publications

109.7K

Citations

H-Index

Page 1

	Year	Citations
Dropout: a simple way to prevent neural networks from overfitting Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky,	2014	34.2K
Reducing the Dimensionality of Data with Neural Networks Geoffrey E. Hinton, Ruslan Salakhutdinov Science	2006	20.5K
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, arXiv (Cornell University) Feature DetectorLarge Ai ModelConvolutional Neural NetworkMachine VisionMachine Learning	2012	6.6K
Probabilistic Matrix Factorization Andriy Mnih, Ruslan Salakhutdinov Neural Information Processing Systems EngineeringMachine LearningImbalanced Netflix DatasetText MiningPmf Model	2007	3.6K
Siamese Neural Networks for One-shot Image Recognition Gregory Koch, Richard S. Zemel, Ruslan Salakhutdinov Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningImage Analysis	2015	3.2K
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context Zihang Dai, Zhilin Yang, Yiming Yang,	2019	3.1K
Human-level concept learning through probabilistic program induction Brenden M. Lake, Ruslan Salakhutdinov, Joshua B. Tenenbaum Science	2015	2.9K
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books Yukun Zhu, Ryan Kiros, Rich Zemel, EngineeringMachine LearningNarrative SummarizationVideo SummarizationMovie/book Alignment	2015	2K
Restricted Boltzmann machines for collaborative filtering Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hinton Group RecommendersEngineeringInformation RetrievalData ScienceMachine Learning	2007	1.9K
Deep Boltzmann machines Ruslan Salakhutdinov, Geoffrey E. Hinton	2009	1.8K

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