Carvalho, João B. S.

3 publications

TMLR 2025 Rethinking Robustness in Machine Learning: A Posterior Agreement Approach João B. S. Carvalho, Víctor Jiménez Rodríguez, Alessandro Torcinovich, Antonio Emanuele Cinà, Carlos Cotrini, Lea Schönherr, Joachim M. Buhmann

TMLR 2024 Measuring Orthogonality in Representations of Generative Models Robin C. Geyer, Alessandro Torcinovich, João B. S. Carvalho, Alexander Meyer, Joachim M. Buhmann

MIDL 2023 Improving Explainability of Disentangled Representations Using Multipath-Attribution Mappings Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger