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Stefan Lüdtke

7 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

ICLR ×2AAAI ×1ECAI ×1IJCAI ×1NeurIPS ×1UbiComp/ISWC ×1

Frequent coauthors

Sascha Marton
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×3
Andrej Tschalzev
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×2
Tim Grams
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Moh'd Khier Al Kfari
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×1

Papers

  1. Disentangling Exploration of Large Language Models by Optimal Exploitation
    ECAI 2025 ·
    Tim Grams
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  2. Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
    ICLR 2025 ·
    Sascha Marton
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  3. A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
    NeurIPS 2024 ·
    Andrej Tschalzev
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  4. Domain Adaptation in Human Activity Recognition through Self-Training
    UbiComp/ISWC 2024 ·
    Moh'd Khier Al Kfari
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  5. Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods
    IJCAI 2024 ·
    Andrej Tschalzev
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  6. GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
    ICLR 2024 ·
    Sascha Marton
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  7. GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
    AAAI 2024 ·
    Sascha Marton
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