GenPR: Generative PageRank Framework for Semi-supervised Learning on Citation Graphs

Author:

Kamalov Mikhail,Avrachenkov Konstantin

Publisher

Springer International Publishing

Reference9 articles.

1. Avrachenkov, K., Mishenin, A., Gonçalves, P., Sokol, M.: Generalized optimization framework for graph-based semi-supervised learning. In: Proceedings of the 2012 SIAM International Conference on Data Mining, pp. 966–974. SIAM (2012)

2. Brezinski, C., Redivo-Zaglia, M.: The pagerank vector: properties, computation, approximation, and acceleration. SIAM J. Matrix Anal. Appl. 28(2), 551–575 (2006)

3. Kingma, D.P., Welling, M.: Auto-encoding variational bayes. In: Proceedings of the 2nd International Conference on Learning Representations, ICLR (2013)

4. Kingma, D.P., Mohamed, S., Rezende, D.J., Welling, M.: Semi-supervised learning with deep generative models. In: Advances in neural information processing systems, pp. 3581–3589 (2014)

5. Kipf, T.N., Welling, M.: Semi-supervised classification with graph convolutional networks. In: 5th International Conference on Learning Representations, ICLR (2017)

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1. Graph Diffusion & PCA Framework for Semi-supervised Learning;Lecture Notes in Computer Science;2021

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