Jure Leskovec

Videos of talks and tutorias

Large Networks, Clusters and Kronecker Products
Invited talk at ILP/MLG/SRL collocated International conferences/workshops on learning from relational, graph-based and probabilistic knowledge, 2009.
Meme-tracking and the dynamics of the news cycle
Paper presentation at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009.
Dynamics of Large Networks
Disseration award talk at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009.
Modeling Social and Information Networks: Opportunities for Machine Learning
Tutorial at ICML, 2009.
Dynamics of large networks
PhD thesis defense at Carnegie Mellon University, 2009
More than 5,500 views on Videolectures!
Tools for large graph mining: structure and diffusion
Tutorial at WWW, 2008.
Tutorial has 4 parts: Statistical properties and models, Diffusion and cascading behavior, Matrix tools for large graphs, and Case studies.
Microscopic Evolution of Social Networks
Paper presentation at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2008.
Cost-effective Outbreak Detection in Networks
Solomon seminar, 2008.
Dynamics of Real-World Networks
My job talk given at University of Washington, 2008.
Mining Large Graphs: Laws and Tools
Tutorial at ECML/PKDD, 2007.
More than 2,500 views on Videolectures!
Cost-effective Outbreak Detection in Networks
Paper presentation at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2007.
Diffusion and Cascading Behaviour in Networks
Tutorial at NATO Advanced Study Institute on Mining Massive Data Sets for Security, 2007.
Scalable Modeling of Real Graphs using Kronecker Multiplication
Paper presentation at ICML, 2007.
Dynamics of Real-world Networks
PhD thesis proposal at Carnegie Mellon University, 2007
More than 1,000 views on Videolectures!
Modeling real-world networks using Kronecker multiplication
Solomono seminar, 2007.

Talks Slovenian

Velika socialna omrezja: od Instant Messengerja do Facebooka
Kvarkadabra, Hisa eksperimentov Ljubljana, 2009.
Analiza svetovnega socialnega omrezja: Omrezje pogovorov MSN Messenger
Kiberpipa, Ljubljana, 2008.
Ucenje povzemanja besedil s pretvorbo v semanticno mrezo
Undergrad thesis defense, University of Ljubljana, 2004.