Sascha Marton

According to our database, Sascha Marton authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation.

Patrick Knab, Sascha Marton, Christian Bartelt

CoRR, 2024

GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent.

Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

GRANDE: Gradient-Based Decision Tree Ensembles.

Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

CoRR, 2023

Learning Decision Trees with Gradient Descent.

Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

CoRR, 2023

Bias Mitigation for Large Language Models using Adversarial Learning.

Jasmina S. Ernst, Sascha Marton, Jannik Brinkmann, Eduardo Vellasques, Damien Foucard, Martin Kraemer, Marian Lambert

Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023

2022

Explaining Neural Networks without Access to Training Data.

Sascha Marton, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev, Heiner Stuckenschmidt

CoRR, 2022

2020

xRAI: Explainable Representations through AI.

Christian Bartelt, Sascha Marton, Heiner Stuckenschmidt

CoRR, 2020