Sascha Xu

According to our database, Sascha Xu authored at least 13 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Succinct Interaction-Aware Explanations.

Sascha Xu, Joscha Cüppers, Jilles Vreeken

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Information-Theoretic Causal Discovery in Topological Order.

Sascha Xu, Sarah Mameche, Jilles Vreeken

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Neuro-Symbolic Rule Lists.

Sascha Xu, Nils Philipp Walter, Jilles Vreeken

CoRR, 2024

Succint Interaction-Aware Explanations.

Sascha Xu, Joscha Cüppers, Jilles Vreeken

CoRR, 2024

Causal Discovery from Event Sequences by Local Cause-Effect Attribution.

Joscha Cüppers, Sascha Xu, Ahmed Musa, Jilles Vreeken

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence.

Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Quantum Feature Embeddings for Graph Neural Networks.

Sascha Xu, Frank Wilhelm-Mauch, Wolfgang Maass

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

QUASIM: Quantum computing enhanced service ecosystem for simulation in manufacturing.

Ankit Agrawal, Hannah Stein, Sascha Xu, Sabine Janzen, Wolfgang Maass

Proceedings of the Companion Proceedings of the 42nd International Conference on Conceptual Modeling: ER Forum, 2023

2022

Inferring Cause and Effect in the Presence of Heteroscedastic Noise.

Sascha Xu, Osman Mian, Alexander Marx, Jilles Vreeken

Proceedings of the International Conference on Machine Learning, 2022

2020

CD²: Combined Distances of Contrast Distributions for Image Quality Analysis.

Sascha Xu, Jan Bauer, Benjamin Axmann, Wolfgang Maass

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

2019

CD2 : Combined Distances of Contrast Distributions for the Assessment of Perceptual Quality of Image Processing.

Sascha Xu, Jan Bauer, Benjamin Axmann

CoRR, 2019

TUCANA: A platform for using local processing power of edge devices for building data-driven services.

Mirco Pyrtek, Sascha Xu, Wolfgang Maass

Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

2018

inSIDE Fair Dialogues: Assessing and Maintaining Fairness in Human-Computer-Interaction.

Sabine Janzen, Ralf Bleymehl, Aftab Alam, Sascha Xu, Hannah Stein

Proceedings of the Mensch und Computer 2018, 2018