Phd fellowship, best thesis award from acm sigmetrics society, and paper. Dynamics of large networks17795 views jure leskovec, 2008 mining large graphs. Prior to that i did a postdoc at microsoft research, new york city in the fate fairness transparency accountability and ethics in ai group, where i studied algorithmic bias and the ethical implications underlying any data mining project see this new york times article for an example of my work. The mathematics genealogy project is in need of funds to help pay for student help and other associated costs. Online social networks khoury college of computer sciences. A bell, d jurafsky, e foslerlussier, c girand, m gregory, d gildea. Ashwin paranjape, robert west, jure leskovec and leila zia wsdm 2016 improving website hyperlink structure using server logs robert west, ashwin paranjape, and jure leskovec. Here are a couple of phd theses in economics that are pretty impressive 1. Microscopic evolution of social networks jure leskovec, lars. He has been an admirable mentor, sharp, creative, honest, and supportive. Bayesian mixedmembership models of complex and evolving networks. A basic premise behind the study of large networks is that interaction leads to complex collective behavior.
Roberto belloni thesis submitted in partial fulfilment of the requirements for the degree of doctor of philosophy in international studies. Nov 22, 2007 in our recent work we found interesting and unintuitive patterns for time evolving networks, which change some of the basic assumptions that were made in the past. Opportunities for machinelearning 1216 views jure leskovec, 2009. Forum at the design automation conference, 2004, 2005. I greatly enjoy their friendship and the many discussions about research, world domination, and life in general. Addis ababa university electronic library thesis and. Jennifer widom approved for the stanford university committee on graduate studies. Previously, i received a phd in computer science from stanford university advised by jure leskovec, an msc from mcgill university in montreal, and a diplom from technische universitat munchen in munich. Jurij leskovec approved for the stanford university committee on graduate studies. Nonparametric multigroup membership model for dynamic networks.
Problems and algorithms for sequence segmentations, ph. My research focuses on the interaction of algorithms and networks, and the roles they play in largescale social and information systems. If you would like to contribute, please donate online using credit card or bank transfer or mail your taxdeductible contribution to. Bob, your prediction from stanfords visit day over six years ago that we would be great friends. Tim althoff assistant professor in computer science at. Takeshi kurashima, tim althoff, jure leskovec www 2018 pdf.
William l hamilton, rex ying, and jure leskovec 2017b. Jakulin, alan karr, robert kass, krishna kumaraswamy, john lafferty, ann lee, jure leskovec, yihengli, xiaodonglin, mauro maggioni,bradley malin, tommitchell, rema padman, eugenio. Dissertation, machine learning department, school of computer science. The site facilitates research and collaboration in academic endeavors. This cited by count includes citations to the following articles in scholar. Be defending her doctoral thesis defense slides and. In this thesis, we use novel measurement techniques to study online social net works at scale. And going to give a template for thesis defenses must. Tim althoff assistant professor in computer science at university of. This thesis presents efficient algorithms for internal and external parallel sorting and. Students writing highquality essays and term papers, become capable of demonstrating their expertise and developing exactly the same too in their particular field of comprehension and subject. Advised a senior concentrator in government, who wrote a thesis in the field of comparative politics and the middle east and received magna and summa grades for her thesis. Jon kleinberg tisch university professor department of computer science department of information science cornell university ithaca, ny 14853 i am a professor at cornell university.
Representation learning on networks stanford university. We then develop models that explain processes which govern the network evolution, fit such models to real networks, and. The node correspondence problem results in the facto. Graph neural networks, adversarial attacks, graph classi. A distribution is a power law if it has a pdf probability density function of the form. Computation over massive data is at the heart of his research and has applications in computer science, social sciences, economics, marketing, and healthcare. In our work we found very interesting and counterintuitive patterns for time evolving networks, which change some of the basic assumptions that were made in the past. Tan, steinbach and kumar, anand rajaraman jeff ullman, and jure leskovec.
On the multiple lives of users of a mobile activity tracking application. Such models can then be fitted to real networks, and used to generate realistic graphs or. Dapg2015 invited speakers 5 alireza tahbaz rsalehi. Gumport, vice provost for graduate education this signature page was generated electronically upon submission of this dissertation in electronic format. Transactions of the association for computational linguistics, 2 oct, pages 297310, 2014.
Finally, i am lucky to have a such a great family with the always supporting parents and my three little brothers waltteri, timo and juho. Dynamics of large networks jurij leskovec stanford computer. Then there is the stanford crew that can only be described as the perfect mix of distraction, chaos, and wisdom. Paul samuelsons 1941 thesis at harvard, which later was published as his book foundations of economic analysis, helped make mathematical optimization and equilibrium anal. In our recent work we found interesting and unintuitive patterns for time evolving networks, which change some of the basic assumptions that were made in the past. Mathematics genealogy project department of mathematics north dakota state university p.
The dissertation focuses on dynamics of time evolving networks, and the dynamics of processes. Jure leskovec is an associate professor of computer science at stanford university. Andreas paepcke approved for the stanford university committee on graduate studies. What is the best phd or masters thesis youve ever read. Laws and tools4457 views jure leskovec, 2007 dynamics of realworld networks1986 views jure leskovec, 2007 modeling social and information networks. Williams, virginia williams, vaughan pratt, christopher r. Aug 27, 2012 here are a couple of phd theses in economics that are pretty impressive 1. To evaluate the rankings, we sample a number of exposure sets and a number of queries. Enhancing fairness and privacy in search systems people.
Enabling machine learning for highstakes decisionmaking. Ali shameli, tim althoff, amin saberi, jure leskovec. I am deeply grateful to my adviser jure leskovec for guiding me through my phd. This thesis provides a methodological framework for the statistical analysis of complex. In 2004, leskovec received a diploma in computer science from the university of ljubljana, slovenia, researching semantic networksbased creation of abstracts, using machine learning. Jure leskovec is a slovenian computer scientist, entrepreneur and associate professor of. Chaplot, pushpak bhattacharya and ashwin paranjape, aaai 2015. The main objective of observing the evolution patterns is to develop models that explain processes which govern the network evolution. Www 2015 mining missing hyperlinks from human navigation traces. Aside from the above listed main contributions of this dissertation, we include. A supernatural when it comes down to mining and modeling of large social and information networks across the social, technological, and natural wo. Such models can then be fitted to real networks, and used to generate realistic graphs or give. An original signed hard copy of the signature page is on file in university archives.
Jure leskovec is a slovenian computer scientist, entrepreneur and associate professor of computer science at stanford university focusing on networks. Jure leskovec professor of computer science, stanford university verified email at cs. His research focuses on the analysis and modeling of large realworld social and information networks as the study of phenomena across the social, technological, and natural worlds. Jon kleinberg, himabindu lakkaraju, jure leskovec, jens ludwig. Interview with jure leskovec professor at stanford. Past works include phd thesis of anne morvan and rafael pinot. On the multiple lives of users of a mobile activity tracking. Root cause detection in a serviceoriented architecture. Jure leskovec publications cmu school of computer science. Bayesian mixedmembership models of complex and evolving networks by. Jurij leskovec is part of stanford profiles, official site for faculty, postdocs, students and staff information expertise, bio, research, publications, and more. Jurij leskovec i certify that i have read this dissertation and that, in my opinion, it is fully adequate in scope and quality as a dissertation for the degree of doctor of philosophy. My happy childhood in rochester undoubtedly affected my decision to. Exploiting social network structure for persontoperson sentiment analysis.
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