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Christian Bartelt

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

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Venues

ECAI ×3ICLR ×2AAAI ×1AAMAS ×1ACL ×1CHI ×1ICML ×1IJCAI ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Sascha Marton
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Jannik Brinkmann
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Andrej Tschalzev
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Patrick Knab
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Felix Kretzer
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Katharina Prasse
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Tim Grams
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Nils Wilken
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Michael Oesterle
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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. Closing the Loop between User Stories and GUI Prototypes: An LLM-Based Assistant for Cross-Functional Integration in Software Development
    CHI 2025 ·
    Felix Kretzer
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  3. DCBM: Data-Efficient Visual Concept Bottleneck Models
    ICML 2025 ·
    Katharina Prasse
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  4. Disentangling Exploration of Large Language Models by Optimal Exploitation
    ECAI 2025 ·
    Tim Grams
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  5. Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages
    NAACL 2025 ·
    Jannik Brinkmann
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  6. Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
    ICLR 2025 ·
    Sascha Marton
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  7. A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
    NeurIPS 2024 ·
    Andrej Tschalzev
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  8. A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task
    ACL 2024 ·
    Jannik Brinkmann
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  9. Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods
    IJCAI 2024 ·
    Andrej Tschalzev
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  10. Fact Probability Vector Based Goal Recognition
    ECAI 2024 ·
    Nils Wilken
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  11. GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
    ICLR 2024 ·
    Sascha Marton
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  12. GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
    AAAI 2024 ·
    Sascha Marton
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  13. RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management
    AAMAS 2024 ·
    Michael Oesterle
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