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Ruslan Salakhutdinov | Researchclopedia

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Ruslan Salakhutdinov

Carnegie Mellon University ORCID

435

Works

113,624

Citations

89

h-index

237

i10-index

Research Topics

Topic Modeling Multimodal Machine Learning Applications Domain Adaptation and Few-Shot Learning

Affiliations

University of New Brunswick2006–2008

Canadian Institute for Advanced Research2014–2015

Google (United States)2019–2019

Apple (Israel)2017–2017

Toyota Technological Institute at Chicago2013–2013

Top Works

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava,Geoffrey E. Hinton,et al.

201434,179 citations

Natural Language Processing Techniques

Reinforcement Learning in Robotics

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton,Ruslan Salakhutdinov

200620,644 citations

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey E. Hinton,Nitish Srivastava,et al.

20126,639 citations

Probabilistic Matrix Factorization

Andriy Mnih,Ruslan Salakhutdinov

20073,566 citations

Siamese Neural Networks for One-shot Image Recognition

Gregory Koch,Richard S. Zemel,et al.

20153,247 citations

Transformer-XL: Attentive Language Models beyond a Fixed-Length Context

Zihang Dai,Zhilin Yang,et al.

20193,108 citations

Human-level concept learning through probabilistic program induction

Brenden M. Lake,Ruslan Salakhutdinov,et al.

20152,890 citations

Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books

Yukun Zhu,Ryan Kiros,et al.

20152,052 citations

Restricted Boltzmann machines for collaborative filtering

Ruslan Salakhutdinov,Andriy Mnih,et al.

20071,871 citations