SEARCH
ALL PUBLICATIONS
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
Stefan Blücher, Klaus-Robert Müller, Stefan Chmiela
Reconstructing Kernel-Based Machine Learning Force Fields with Superlinear Convergence.
Kajetan Maliszewski; Jorge-Arnulfo Quiané-Ruiz; Volker Markl
Cracking-Like Join for Trusted Execution Environments
Tom Ganz, Inaam Ashraf, Martin Härterich, Konrad Rieck
Detecting Backdoors in Collaboration Graphs of Software Repositories
Ping Xiong, Thomas Schnake, Michael Gastegger, Grégoire Montavon, Klaus Robert Müller, Shinichi Nakajima
Relevant Walk Search for Explaining Graph Neural Networks
Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar
Evil from Within: Machine Learning Backdoor through Hardware Trojans
Lorenz Linhardt, Klaus-Robert Müller, Grégoire Montavon
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks
Kristof T. Schütt, Stefaan S.P. Hessmann, Niklas W.A. Gebauer, Jonas Lederer, Michael Gastegger
SchNetPack 2.0: A neural network toolbox for atomistic machine learning
Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller
Polynomial-Time Constrained Message Passing for Exact MAP Inference on Discrete Models with Global Dependencies
Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl