Network Embedding as Matrix Factorization
Author:
Affiliation:
1. Tsinghua University & Microsoft Research, Beijing, China
2. Microsoft Research, Redmond, WA, USA
3. Tsinghua University, Beijing, China
Funder
National Basic Research Program of China
NSFC
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3159652.3159706
Reference49 articles.
1. A Latent Variable Model Approach to PMI-based Word Embeddings
2. Representation Learning: A Review and New Perspectives
3. The Spacey Random Walk: A Stochastic Process for Higher-Order Data
4. Matthew Brand and Kun Huang. 2003. A unifying theorem for spectral embedding and clustering. AISTATS. Matthew Brand and Kun Huang. 2003. A unifying theorem for spectral embedding and clustering. AISTATS.
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