Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling

Author:

Zhao Tianxiang1ORCID,Luo Dongsheng2ORCID,Zhang Xiang1ORCID,Wang Suhang1ORCID

Affiliation:

1. The Pennsylvania State University, State College, USA

2. Florida International University, Miami, USA

Funder

Cisco

Department of Homeland Security CINA

NSF (National Science Foundation)

Army Research Office

Publisher

ACM

Reference78 articles.

1. Amir Hosein Khas Ahmadi. 2020. Memory-based graph networks. Ph.,D. Dissertation. University of Toronto (Canada).

2. James Atwood and Don Towsley. 2016. Diffusion-convolutional neural networks. In Advances in neural information processing systems. 1993--2001.

3. Shai Ben-David, John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, and Jennifer Wortman Vaughan. 2010. A theory of learning from different domains. Machine learning, Vol. 79, 1 (2010), 151--175.

4. Shai Ben-David, John Blitzer, Koby Crammer, and Fernando Pereira. 2006. Analysis of representations for domain adaptation. Advances in neural information processing systems, Vol. 19 (2006).

5. John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, and Jennifer Wortman. 2007. Learning bounds for domain adaptation. Advances in neural information processing systems, Vol. 20 (2007).

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