Group Photo Computer Science Summer Camp 2019

Dr. Julien Klaus

Group Photo Computer Science Summer Camp 2019

Image: Anne Günther (University of Jena)

Julien Klaus

Theoretical Computer Science II

Julien Klaus

Image: Julien Klaus

julien.klaus@uni-jena.de

+49 3641 9-46387 +49 3641 9-46322

Room 3312

Ernst-Abbe-Platz 1-2

07743 Jena

Google Maps site plan

Research Projects

LinaExternal link: Mapping Linear Algebra Expressions to Efficient Code
Convexity Certificates: Determining Convexity for Scalar-Valued Functions over Vectors
ParsGenExternal link: Generating Parser Code out of EBNF Grammars

Publications

J. Klaus, K. Wiedom, N. Merk, S. Laue and J. Giesen. Convexity Certificates from Hessians. Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS), 2022)accepted
J. Klaus, M. Blacher, J. Giesen, P. Rump and K. Wiedom
Compiling Linear Algebra Expressions into Efficient Code. Proceedings of the 22nd International Conference on Computational Science (ICCS), 2022 (https://www.iccs-meeting.org/archive/iccs2022/papers/133510008.pdfExternal link)
Mark Blacher, Joachim Giesen, Sören Laue, Julien Klaus, Matthias Mitterreiter
Fast Entity Resolution With Mock Labels and Sorted Integer Sets. Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, 2020 (http://ceur-ws.org/Vol-2726/paper2.pdfExternal link)
Mark Blacher, Joachim Giesen, Sören Laue, Julien Klaus, Viktor Leis
Machine Learning, Linear Algebra, and More: Is SQL All You Need? Proceedings of the Conference on Innovative Data Systems Research (CIDR), 2022 (http://cidrdb.org/cidr2022/papers/p17-blacher.pdfExternal link)
Joachim Giesen and Julien Klaus and Sören Laue and Ferdinand Schreck
Visualization Support for Developing a Matrix Calculus Algorithm: A Case Study. Computer Graphics Forum, 2019 (https://doi.org/10.1111/cgf.13694External link)

Supervised Student Theses

Parsergenerierung aus EBNF Grammatiken, 2021
Certifying Convexity Using a Positivity Calculus, 2021
Compiling Probabilistic Programs into Sum-Product Networs, 2020
Using the dual problem of Neural Networks for probabilistic modeling of classification problems, 2020
Automatische Generierung von Elementadressen für Objekt-Repositories in der Testautomatisierung, 2020
Algorithms on Graph Triangulation, 2019
Interaktive Konstruktion von Tensorausdrücken, 2018
Rendering Tensor Expressions, 2018
Construction of a Graphical Tensor Language, 2017

Other Projects

Organization and hosting of the Data Science Day Jena de
Organization of the Computer Science Summer Camp de
Teaching the pre-course computer science
Until 2022 scientific management of the Lerncafé de
From 2018 to 2022 voted member of faculty council of the faculty of mathematics and computer science de
From 2019 to 2021 voted member and head of the doctoral council DR.FSU de

Sommercamp 2019 Interview

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