Knowledge-Based Systems · 2021 · 44 citations · 62 references
ComputingComputer ScienceKnowledge RepresentationMachine LearningDeep LearningGraph AnalyticsGraph TheoryGraph-based LearningRepresentation LearningUnsupervised LearningAutoencodersGraph AutoencodersGraph EmbeddingsGraph Neural NetworksGraph Representation Learning
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations
Auto-Encoding Variational Bayes
Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text
Least squares quantization in PCM
Sheelagh Lloyd · IEEE Transactions on Information Theory · 1982 · 15.6K citations · Full text