Maresa Schröder

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Saliency Detection

Structural Equation Models

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Maresa Schröder, Dennis Frauen, Stefan Feuerriegel
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework. ICLR (2024)
Maresa Schröder, Dennis Frauen, Jonas Schweisthal, Konstantin Hess, Valentyn Melnychuk, Stefan Feuerriegel
Conformal Prediction for Causal Effects of Continuous Treatments. CoRR (2024)
Maresa Schröder, Alireza Zamanian, Narges Ahmidi
Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data. TML4H (2023)
Maresa Schröder, Alireza Zamanian, Narges Ahmidi
What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Maresa Schröder, Dennis Frauen, Stefan Feuerriegel
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework. CoRR (2023)