Publications

Ernesto E. Vidal-Rosas, Alexander von Lühmann, Paola Pinti, Robert J. Cooper

Wearable, high-density fNIRS and diffuse optical tomography technologies: a perspective

May 17 , 2023

https://doi.org/10.1117/1.NPh.10.2.023513

Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate et al.

Artificial intelligence to advance Earth observation: a perspective

May 15 , 2023

https://arxiv.org/abs/2305.08413

Stefan Blücher, Klaus-Robert Müller, Stefan Chmiela

Reconstructing Kernel-Based Machine Learning Force Fields with Superlinear Convergence.

May 08 , 2023

https://doi.org/10.1021/acs.jctc.2c01304

Tom Ganz, Inaam Ashraf, Martin Härterich, Konrad Rieck

Detecting Backdoors in Collaboration Graphs of Software Repositories

April 24 , 2023

https://doi.org/10.1145/3577923.3583657

Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar

Evil from Within: Machine Learning Backdoor through Hardware Trojans

April 18 , 2023

https://arxiv.org/pdf/2304.08411

Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller

Polynomial-Time Constrained Message Passing for Exact MAP Inference on Discrete Models with Global Dependencies

April 07 , 2023

https://www.mdpi.com/2227-7390/11/12/2628

Ankit Chaudhary, Jeyhun Karimov, Steffen Zeuch, Volker Markl

Incremental Stream Query Merging

March 28 , 2023

https://openproceedings.org/2023/conf/edbt/3-paper-69.pdf

David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima

Domain-Specific Word Embeddings with Structure Prediction

March 27 , 2023

https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00538/115372/Domain-Specific-Word-Embeddings-with-Structure

Thorsten Eisenhofer, Erwin Quiring, Jonas Möller, Doreen Riepel, Thorsten Holz, Konrad Rieck

No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning

March 25 , 2023

https://arxiv.org/abs/2303.14443

Michele Scalas, Konrad Rieck, Giorgio Giacinto

Improving Malware Detection with Explainable Machine Learning

March 17 , 2023

https://doi.org/10.1016/B978-0-32-396098-4.00017-X