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CS246: Mining Massive Datasets Jure Leskovec,

CS345a:(Data(Mining( Jure(Leskovec(and(Anand(Rajaraman(1/26/10 Jure,Leskovec,&,Anand,Rajaraman,,Stanford,CS345a:,DataMining, 16 1EO25 1E23 1E21 1E19 1E17(1EO15 1E13 1E11 1E09 1E07(1EO05

CS246: Mining Massive Datasets Jure Leskovec, ...snap.stanford.edu/class/cs246-2015/slides/09-pagerank.pdf · 2/2/2015 Jure Leskovec, Stanford C246: Mining Massive Datasets 3 . Facebook

Thanks to Jure Leskovec, Stanford and Panayiotis … › ... › lectures › 04-network-models.pdfThanks to Jure Leskovec, Stanford and Panayiotis Tsaparas, Univ. of Ioannina for

Jure Leskovec ([email protected]) Joint work with Eric Horvitz, Microsoft Research

CS224W: Machine Learning with Graphs Jure Leskovec, http

Jure Leskovec PhD: Machine Learning Department, CMU Now: Computer Science Department, Stanford University

1 Dynamics of Real-world Networks Jure Leskovec Machine Learning Department Carnegie Mellon University [email protected] jure

Jure Leskovec (@jure)

Jure Leskovec (@jure) - Stanford University...Jure Leskovec, ICDM 2012 2 Networks allow for modeling dependencies! Jure Leskovec, ICDM 2012 3 Networks are a general language for describing

Jure Leskovecand AnandRajaraman - Stanford University · And definedefine thethe project/questionproject/question yourselfyourself 1/21/2010 Jure Leskovec & Anand Rajaraman, Stanford

Jure Leskovec Machine Learning Department Carnegie Mellon ...Jure/Pubs/Thesis/Jure-defense.pdfTest individual edge attachment Directly observe events leading to network properties

Lecture 18 Network dynamics Slides are modified from Lada Adamic and Jure Leskovec

Leskovec - Stanford Universityweb.stanford.edu/class/cs345a/slides/01-intro.pdfwill be fast paced 1/5/2010 Jure Leskovec, Stanford CS345a: ... Minhashing, Locality ... Topic ‐specific

CS246: Mining Massive Datasets Jure Leskovec, ... · Test Data Set SSE = ( , )∈ − 2 2/10/2013 Jure Leskovec, Stanford C246: Mining Massive Datasets 4 480,000 users 17,700 movies

Thanks to Jure Leskovec, Anand Rajaraman, Jeff Ullman http

CS246: Mining Massive Datasets Jure Leskovec, …snap.stanford.edu › class › cs246-2013 › slides › 09-pagerank.pdf2/5/2013 Jure Leskovec, Stanford C246: Mining Massive Datasets

End-toEnd In-memory Graph Analyticsevent.cwi.nl › grades › 2016 › 00-Leskovec-slides.pdf · End-toEnd In-memory Graph Analytics Jure Leskovec (@jure) Including joint work with

Modeling Real Graphs using Kronecker Multiplication Jure Leskovec, Christos Faloutsos Machine Learning Department

Jure Leskovec, CMU Eric Horwitz, Microsoft Research

Jure Leskovec ([email protected]) Computer Science Department Cornell University / Stanford University Joint work with: Eric Horvitz, Michael Mahoney,

CS224W: Machine Learning with Graphs Jure Leskovec, Hongyu

Jure Leskovec (Stanford) Kevin Lang (Yahoo! Research) Michael Mahoney (Stanford)

Jure Leskovec (Stanford), Daniel Huttenlocher and Jon Kleinberg (Cornell)

Thanks to Jure Leskovec, Stanford and Panayiotis Tsaparas ...papaggel/courses/eecs6413/docs/lectur… · Thanks to Jure Leskovec, Stanford and Panayiotis Tsaparas, Univ. of Ioannina

CS246: Mining Massive Datasets Jure Leskovec, …snap.stanford.edu/class/cs246-2011/slides/14-dt.pdf · CS246: Mining Massive Datasets. Jure Leskovec, ... split.impurity = left +

Jure Leskovec · Small-world Bow-tie . In . Core Out . ... people connect concepts ... optimal solutions . mode 3, median 3, mean 2.9 . 6/28/2012 Jure Leskovec, Stanford University

snap-icwsm Rok Sosič, Jure Leskovec

SF-BIG-Analytics 10-15-2015 Pinterest Chief Scientist Prof. Jure Leskovec: Discovering Networks of Products

Jure Leskovec, CMU Kevin Lang, Anirban Dasgupta and Michael Mahoney Yahoo! Research

Jure Leskovec, CMU Kevin Lang, Anirban Dasgupta, Michael Mahoney Yahoo! Research

SF BIG ANALYTICS: Pinterest Chief Scientist Prof. Jure Leskovec: Discovering Networks of Products

CS224W: Social and Information Network Analysis Jure Leskovec, Stanford University

Lecture 20 Network dynamics Slides are modified from Lada Adamic and Jure Leskovec

Thanks to Jure Leskovec, Stanford and Panayiotis Tsaparas