Fitting Linear Mixed-Effects Models Using lme4
2015· article· en· Journal of Statistical Software· Computer Science
afffund
85 618
citations
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Adam: A Method for Stochastic Optimization
2014· preprint· en· UvA-DARE (University of Amsterdam)· Computer Science
aff
84 783
citations
81 659
citations
ImageNet classification with deep convolutional neural networks
2017· article· en· Communications of the ACM· Computer Science
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75 709
citations
Scikit-learn: Machine Learning in Python
2012· preprint· en· arXiv (Cornell University)· Computer Science
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63 737
citations
SciPy 1.0: fundamental algorithms for scientific computing in Python
2020· article· en· Nature Methods· Computer Science
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37 936
citations
Dropout: a simple way to prevent neural networks from overfitting
2014· article· en· Computer Science
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34 279
citations
28 877
citations
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
2014· preprint· en· Computer Science
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24 447
citations
22 302
citations
Reducing the Dimensionality of Data with Neural Networks
2006· article· en· Science· Computer Science
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20 953
citations
Array programming with NumPy
2020· review· en· TUScholarShare (Temple University)· Computer Science
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18 805
citations
Structural equation modeling with AMOS: basic concepts, applications, and programming
2000· book· en· Computer Science
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18 098
citations
Distributed Representations of Words and Phrases and their Compositionality
2013· article· en· arXiv (Cornell University)· Computer Science
aboutno aff
18 086
citations
A Fast Learning Algorithm for Deep Belief Nets
2006· article· en· Neural Computation· Computer Science
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16 404
citations
Advances in Neural Information Processing Systems 19
2007· book· en· The MIT Press eBooks· Computer Science
aboutno aff
15 653
citations
13 622
citations
Rectified Linear Units Improve Restricted Boltzmann Machines
2010· article· en· International Conference on Machine Learning· Computer Science
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13 244
citations
Representation Learning: A Review and New Perspectives
2013· review· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
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13 002
citations
Understanding the difficulty of training deep feedforward neural networks
2010· article· en· Computer Science
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12 692
citations
Cognitive radio: brain-empowered wireless communications
2005· article· en· IEEE Journal on Selected Areas in Communications· Computer Science
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11 988
citations
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
2012· article· en· IEEE Signal Processing Magazine· Computer Science
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10 313
citations
8 960
citations
8 837
citations
DrugBank 5.0: a major update to the DrugBank database for 2018
2017· article· en· Nucleic Acids Research· Computer Science
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8 798
citations