Incremental eigenpair computation for graph Laplacian matrices: theory and applications

Author:

Chen Pin-Yu,Zhang BaichuanORCID,Hasan Mohammad Al

Funder

NSF

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Human-Computer Interaction,Media Technology,Communication,Information Systems

Reference40 articles.

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2. Belkin M, Niyogi P (2003) Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput 15(6):1373–1396

3. Blondel VD, Guillaume J-L, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech: Theory Exp 10:P10008

4. Calvetti D, Reichel L, Sorensen DC (1994) An implicitly restarted lanczos method for large symmetric eigenvalue problems. Electr Trans Numer Anal 2(1):21

5. Chen P-Y, Hero A (2015) Deep community detection. IEEE Trans Signal Process 63(21):5706–5719

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