Paulo Eduardo Rauber
Professor
Engineering
Istituto Dalle Molle di Studi sull'Intelligenza Artificiale
Switzerland
Biography
2017–(2019) Researcher, Dalle Molle Institute for Artificial Intelligence Research (Switzerland). Supervision: Dr. J. Schmidhuber. 2012–2017 PhD in Computer Science, Joint degree at University of Campinas (Brazil) and University of Groningen (Netherlands). Supervision: Dr. A.X. Falcão, Dr. A.C. Telea, Dr. P.J. de Rezende, and Dr. J.B.T.M. Roerdink. GPA 4.0. Admitted in first place to MSc at Unicamp and consequently invited to PhD. 2008–2011 BSc in Computer Science, Federal University of Santa Catarina (Brazil). More than three standard deviations above the mean on national graduate school admission exam.
Research Interest
Machine learning, reinforcement learning, and recurrent neural networks.
Publications
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P. E. Rauber, A. X. Falcão, and A. C. Telea, "Visualizing Time-Dependent Data Using Dynamic t-SNE", in Proceedings EuroVis Short Papers 2016. Honorable mention.
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J.F. Kruiger, P. E. Rauber, R. M. Martins, A. Kerren, S. Kobourov, and A. C. Telea, "Graph Layouts by t-SNE", Computer Graphics Forum (Proceedings of EuroVis 2017).
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P. E. Rauber, S. G. Fadel, A. X. Falcão, and A. C. Telea, "Visualizing the Hidden Activity of Artificial Neural Networks", IEEE Transactions on Visualization and Computer Graphics (Proceedings of Visual Analytics Science and Technology 2016).
