PhD TA on Algorithms for complex networks
Offer DescriptionAs a PhD-TA candidate, you will work on new distributed algorithms for large networks, in particular, computing the stationary distribution of random walks and policy evaluation. Random walks are used in network analysis for ranking vertices, community detection, and embedding of the vertices in multi-dimensional space for machine learning tasks. Policy evaluation is widely used in reinforcement learning, for instance, for training large language models. Your challenge is to develop, analyze and implement algorithms where the network vertices act independently by learning from their local observations. You will mathematically analyze the algorithms on random graph models and implement them on large real-life networks.The position is closely related to the NETWORKS program of the SPOR cluster at the TU/e. You will join a lively group of academic staff, PhD candidates and postdocs who all share their fascination for mathematics of complex networks. You will greatly benefit from the many workshops on networks and random graphs at the Eurandom conference center based at the Department of Mathematics and Computer Science at the TU/e.The PhD TA position is for 5 years with 30% of your time spent on education. Your advisor, as well as other members of the Probability group, are committed to effective innovative education. You will have the opportunity to use your creativity for designing, guiding and assessing new inspiring learning activities for the students, while we will guide you in your growth as educator.RequirementsSpecific Requirements
Additional InformationBenefitsA meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:
. * An excellent technical infrastructure, on-campus children’s day care and sports facilities.
and a tax compensation scheme (the 30% facility) for international candidates.Additional commentsAbout usEindhoven University of Technology is an internationally top-ranking university in the Netherlands that combines scientific curiosity with a hands-on attitude. Our spirit of collaboration translates into an open culture and a top-five position in collaborating with advanced industries. Fundamental knowledge enables us to design solutions for the highly complex problems of today and tomorrow.InformationDo you recognize yourself in this profile and would you like to know more?
Please contact the hiring manager, prof.dr. Nelly Litvak, .Visit our website for more information about the or the You can also contact .Are you inspired and would like to know more about working at TU/e? Please visit .ApplicationWe invite you to submit a complete application by using the apply button. The application should include a:
We look forward to receiving your application and will screen it as soon as possible. The vacancy will remain open until the position is filled. Website for additional job detailsWork Location(s)Number of offers available 1 Company/Institute Eindhoven University of Technology (TU/e) Country Netherlands City Eindhoven Postal Code 5612 AP Street De Rondom 70 GeofieldWhere to apply WebsiteContact CityEindhoven WebsiteStreetDe Rondom 70 Postal Code5612 APSTATUS: EXPIRED
€2770 – 3539 per month
Eindhoven, Noord-Brabant
Thu, 09 May 2024 01:24:21 GMT
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