@InProceedings{gulikers_et_al:LIPIcs.ITCS.2017.44, author = {Gulikers, Lennart and Lelarge, Marc and Massouli\'{e}, Laurent}, title = {{Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models}}, booktitle = {8th Innovations in Theoretical Computer Science Conference (ITCS 2017)}, pages = {44:1--44:27}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-029-3}, ISSN = {1868-8969}, year = {2017}, volume = {67}, editor = {Papadimitriou, Christos H.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2017.44}, URN = {urn:nbn:de:0030-drops-81795}, doi = {10.4230/LIPIcs.ITCS.2017.44}, annote = {Keywords: Degree-Corrected Stochastic Block Model, Non-backtracking Matrix, Machine Learning, Social Networks} }