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Biography
Research activitiesThe general topic of my thesis is "Belief Propagation in Complex Networks". My research interests include but are not limited to optimization problems concerned with spectral properties of graphs, average consensus, distributed optimization (gradient methods) and clustering using random walks on large scale networks. Teaching 2012-2013 (TP and TD)
PublicationsUnder Submission"Distributed Weight Selection in Consensus Protocols by Schatten Norm Minimization", Submitted to IEEE Transactions on Automatic Control. [Extended version of INRIA Research Report RR-8078.] "Newton's Method for Constrained Norm Minimization", Submitted to IEEE CDC 2013. "Graph Clustering based on Mixing Time of Random Walks", Submitted to IEEE CDC 2013. "Topology versus Link Strength for Information Dissemination in Networks", Submitted to ALGOTEL 2013. Conference Papers"Reducing Communication Overhead for Average Consensus", To appear in IFIP Networking 2013 (Brooklyn, NY, USA, May 22-24), May 2013. [Extended version of INRIA Research Report RR-8025.] PDF Bibtex "A local average consensus algorithm for wireless sensor networks", In proceedings of IEEE International Conference on Distributed Computing in Sensor Sytems and Workshops DCOSS 2011 (Barcelona, Spain June 27-29), pp. 6, Jun. 2011. PDF Bibtex Technical Reports"Distributed Weight Selection in Consensus Protocols by Schatten Norm Minimization", INRIA Research Report RR-8078, pp. 23, Oct. 2012. PDF Bibtex "Reducing Communication Overhead for Average Consensus", INRIA Research Report RR-8025, pp. 22, Aug. 2012. PDF Bibtex
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