A new growing pruning deep learning neural network algorithm (GP-DLNN)

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

Computing, Computer Science, Data Science +17

ADADELTA: An Adaptive Learning Rate Method

Matthew D. Zeiler · arXiv (Cornell University) · 2012 · 5.5K citations · Full text

Computing, Computer Science, Data Science +16

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

Computing, Computer Science, Machine Learning +7