Scalable Computation of Shapley Additive Explanations Permalink
Louis Le Page, Christina Dionysio, Matthias Boehm. Scalable Computation of Shapley Additive Explanations, BTW 2025
Publications
Incremental SliceLine for Iterative ML Model Debugging under Updates Permalink
Frederic Caspar Zoepffel, Christina Dionysio, Matthias Boehm. Incremental SliceLine for Iterative ML Model Debugging under Updates, BTW 2025
Plutus: Understanding Data Distribution Tailoring for Machine Learning (Demo) Permalink
Jiwon Chang, Christina Dionysio, Fatemeh Nargesian, and Matthias Boehm. PLUTUS: Understanding Data Distribution Tailoring for Machine Learning. (DEMO) SIGMOD 2024
Studierfenster: an open science cloud-based medical imaging analysis platform Permalink
Jan Egger, Daniel Wild, Maximilian Weber, Christopher A. Ramirez Bedoya, Florian Karner, Alexander Prutsch, Michael Schmied, Christina Dionysio, Dominik Krobath, Yuan Jin, Christina Gsaxner, Jianning Li and Antonio Pepe . (2022). "Studierfenster: an open science cloud-based medical imaging analysis platform." Journal of digital imaging. 35(2).
A cloud-based centerline algorithm for Studierfenster Permalink
Christina Dionysio, Daniel Wild, Antonio Pepe, Christina Gsaxner, Jianning Li, Luis Alvarez, and Jan Egger. 2021. "A cloud-based centerline algorithm for Studierfenster" SPIE 11601. doi:10.1117/12.2588268