by Sascha Marton Papers

3 papers found

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

DCBM: Data-Efficient Visual Concept Bottleneck Models

Katharina Prasse, Patrick Knab, Sascha Marton et al.

ICML 2025arXiv:2412.11576
8
citations

Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization

Sascha Marton, Tim Grams, Florian Vogt et al.

ICLR 2025arXiv:2408.08761
4
citations

GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data

Sascha Marton, Stefan Lüdtke, Christian Bartelt et al.

ICLR 2024arXiv:2309.17130
12
citations