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Heiner Stuckenschmidt

13 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

IJCAI ×3ICLR ×2NeurIPS ×2AAAI ×1AAMAS ×1ECAI ×1KR ×1PerCom ×1UbiComp/ISWC ×1

Frequent coauthors

Sascha Marton
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Andrej Tschalzev
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Julia Gastinger
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Christian Meilicke
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Darshit Pandya
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Ricarda H. Link
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Nils Wilken
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Patrick Betz
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Michael Oesterle
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Papers

  1. A Simple Baseline for Inductive Knowledge Base Completion
    KR 2026 ·
    Christian Meilicke
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  2. AcoustiMeal: Estimating Meal Duration using Audio Tagging on Smartphones
    PerCom 2026 ·
    Darshit Pandya
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  3. Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
    ICLR 2025 ·
    Sascha Marton
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  4. Mitigating Null-Class Dominance in Multiclass Inertial-Based Activity Recognition: HASCA-WEAR Challenge - A Technical Report of Team HARMA
    UbiComp/ISWC 2025 ·
    Ricarda H. Link
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  5. A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
    NeurIPS 2024 ·
    Andrej Tschalzev
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  6. Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods
    IJCAI 2024 ·
    Andrej Tschalzev
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  7. Fact Probability Vector Based Goal Recognition
    ECAI 2024 ·
    Nils Wilken
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  8. GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
    ICLR 2024 ·
    Sascha Marton
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  9. GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
    AAAI 2024 ·
    Sascha Marton
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  10. History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting
    IJCAI 2024 ·
    Julia Gastinger
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  11. PyClause - Simple and Efficient Rule Handling for Knowledge Graphs
    IJCAI 2024 ·
    Patrick Betz
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  12. RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management
    AAMAS 2024 ·
    Michael Oesterle
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  13. TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
    NeurIPS 2024 ·
    Julia Gastinger
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