Authors: Chakrabarti, Deepayan¹ DEEPAY@UTEXAS.EDU, Funiak, Stanislav² STANO@CEREBRAS.NET, Chang, Jonathan³ SLYCODER@GMAIL.COM, Macskassy, Sofus A.⁴ SOFMAC@BRANCH.IO

Superior Title: Journal of Machine Learning Research. 2017, Vol. 18 Issue 54-63, p1-39. 39p.

Subject Terms: *DISTRIBUTION (Probability theory), GRAPH labelings, PATHS & cycles in graph theory, GRAPH theory, ONLINE social networks

Authors: Balachandran, Prakash¹ PRAKASHB@BU.EDU, Kolaczyk, Eric D.¹ KOLACZYK@BU.EDU, Viles, Weston D.² WESTON.D.VILES@DARTMOUTH.EDU

Superior Title: Journal of Machine Learning Research. 2017, Vol. 18 Issue 54-63, p1-33. 33p.

Subject Terms: *APPROXIMATION theory, *DISTRIBUTION (Probability theory), GRAPH theory, PATHS & cycles in graph theory, MEASUREMENT errors, SUBGRAPHS

Authors: Hoffman, Matthew D.¹ MATHOFFM@ADOBE.COM, Gelman, Andrew² GELMAN@STAT.COLUMBIA.EDU

Superior Title: Journal of Machine Learning Research. 2014, Vol. 15 Issue 4, p1593-1623. 31p.

Subject Terms: *MONTE Carlo method, *COMPUTER algorithms, *RANDOM walks, ADAPTIVE computing systems, PATHS & cycles in graph theory, HAMILTONIAN systems

Authors: Kleindessner, Matthäus¹ KLEINDES@INFORMATIK.UNI-TUEBINGEN.DE, von Luxburg, Ulrike¹ LUXBURG@INFORMATIK.UNI-TUEBINGEN.DE

Superior Title: Journal of Machine Learning Research. 2017, Vol. 18 Issue 54-63, p1-52. 52p.

Subject Terms: *ALGORITHMS, *CLUSTER analysis (Statistics), GRAPH theory, MACHINE learning, PATHS & cycles in graph theory

Authors: Lember, Jüuri¹ JURI.LEMBER@UT.EE, Koloydenko, Alexey A.² ALEXEY.KOLOYDENKO@RHUL.AC.UK

Superior Title: Journal of Machine Learning Research. Jan2014, Vol. 15 Issue 1, p1-58. 58p.

Subject Terms: *MATHEMATICAL statistics, *DATA analysis, *ERROR analysis in mathematics, DECODERS & decoding, HIDDEN Markov models, PATHS & cycles in graph theory, MACHINE learning