Photo of Victor Amelkin

I am a PhD Candidate in the Department of Computer Science of the University of California, Santa Barbara, working as a Graduate Student Researcher at the Databases, Data Mining, and Bioinformatics Lab (DBL), and being advised by Ambuj K. Singh. My research interests are machine learning and data mining, combinatorial algorithms, linear algebra, dynamical systems, and their application to the analysis and modeling of dynamic processes in networks, such as online social networks. Prior to joining DBL, I had spent several years as a software engineer in industry. I have obtained my Master's degree in Applied Mathematics and Computer Science with an emphasis on Numerical Analysis from Tula State University, Russia in 2008, having been advised by Valeriy Ivanov.

Publications – Conferences, Journals

Publications – Workshops, Abstracts, Presentations, Preprints, Tech. Reports


Peer Review I have served as an external reviewer for a number of computer science conferences and journals, including KDD'16'15, SDM'17'16, WWW'17, ICDM'16'13, WSDM'16, SIGMOD'14, TNSE'17, TKDE'15'14, SISAP'14, ECML-PKDD'14, AAAI'16