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Sascha Marton

7 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

ECAI ×2ICLR ×2AAAI ×1ICML ×1NeurIPS ×1

Frequent coauthors

Patrick Knab
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Katharina Prasse
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Tim Grams
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Andrej Tschalzev
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Papers

  1. Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models
    ECAI 2025 ·
    Patrick Knab
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  2. DCBM: Data-Efficient Visual Concept Bottleneck Models
    ICML 2025 ·
    Katharina Prasse
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  3. Disentangling Exploration of Large Language Models by Optimal Exploitation
    ECAI 2025 ·
    Tim Grams
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  4. Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
    ICLR 2025 · Sascha Marton
  5. A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
    NeurIPS 2024 ·
    Andrej Tschalzev
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  6. GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
    ICLR 2024 · Sascha Marton
  7. GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
    AAAI 2024 · Sascha Marton