Concepedia

Deep clustering by maximizing mutual information in variational auto-encoder

Chaoyang Xu, Yuanfei Dai, Renjie Lin, Shiping Wang

Knowledge-Based Systems · 2020 · 45 citations · 32 references

Concepts

ComputingComputer ScienceMachine LearningOptimizationDeep LearningMutual InformationNeural NetworksOptimization For Machine LearningRepresentation LearningVariational InferenceAutoencodersClusteringDeep ClusteringEncoder-decoder ArchitecturesEntropy MaximizationRenyi Mutual InformationRepresentation Learning For Clustering

References

32

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

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

Pattern Recognition and Machine Learning

Journal of Electronic Imaging · 2007 · 22.1K citations

Computing, Computer Engineering, Computer Science +14

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14