Kaufmann, Valentin;Esser, Pascal Mattia;Zhu, Bing;Ghoshdastidar, Debarghya
Self-supervised learning approaches to improve residential housing energy prediction accuracy
Georg Nemetschek Institute Symposium & Expo on Artificial Intelligence for the Built World, Munich, September 10-12, 2024
2024

Gosch, Lukas;Sabanayagam, Mahalakshmi;Ghoshdastidar, Debarghya;Günnemann, Stephan
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
The Third New Frontiers in Adversarial Machine Learning (AdvML@NeurIPS2024), Vancouver, December 14, 2024
2024

Esser, Pascal Mattia
Theoretical Foundations for Exploiting Unlabelled Data in Machine Learning
2024
Dissertation
203 p.