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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

Christian Bartelt
×7
Stefan Lüdtke
×5
Heiner Stuckenschmidt
×4
Patrick Knab
×2
Tim Grams
×2
Katharina Prasse
×1
Margret Keuper
×1
Patrick Betz
×1
Florian Vogt
×1
Andrej Tschalzev
×1

Papers

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