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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

Christian Bartelt
×7
Stefan Lüdtke
×5
Sascha Marton
×4
Christian Meilicke
×3
Tim Grams
×2
Andrej Tschalzev
×2
Julia Gastinger
×2
Rainer Gemulla
×1
Julie Naegelen
×1
Darshit Pandya
×1
Florian Vogt
×1
Ricarda H. Link
×1

Papers

  1. A Simple Baseline for Inductive Knowledge Base Completion
    KR 2026 ·
    Christian Meilicke
    ,
    Rainer Gemulla
    ,
    Julie Naegelen
    , Heiner Stuckenschmidt
  2. AcoustiMeal: Estimating Meal Duration using Audio Tagging on Smartphones
    PerCom 2026 ·
    Darshit Pandya
    , Heiner Stuckenschmidt
  3. 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
  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
    , 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. Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods
    IJCAI 2024 ·
    Andrej Tschalzev
    ,
    Paul Nitschke
    ,
    Lukas Kirchdorfer
    ,
    Stefan Lüdtke
    ,
    Christian Bartelt
    , Heiner Stuckenschmidt
  7. Fact Probability Vector Based Goal Recognition
    ECAI 2024 ·
    Nils Wilken
    ,
    Lea Cohausz
    ,
    Christian Bartelt
    , Heiner Stuckenschmidt
  8. GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
    ICLR 2024 ·
    Sascha Marton
    ,
    Stefan Lüdtke
    ,
    Christian Bartelt
    , Heiner Stuckenschmidt
  9. GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
    AAAI 2024 ·
    Sascha Marton
    ,
    Stefan Lüdtke
    ,
    Christian Bartelt
    , Heiner Stuckenschmidt
  10. History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting
    IJCAI 2024 ·
    Julia Gastinger
    ,
    Christian Meilicke
    ,
    Federico Errica
    ,
    Timo Sztyler
    ,
    Anett Schülke
    , Heiner Stuckenschmidt
  11. PyClause - Simple and Efficient Rule Handling for Knowledge Graphs
    IJCAI 2024 ·
    Patrick Betz
    ,
    Luis Galárraga
    ,
    Simon Ott
    ,
    Christian Meilicke
    ,
    Fabian M. Suchanek
    , Heiner Stuckenschmidt
  12. RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management
    AAMAS 2024 ·
    Michael Oesterle
    ,
    Tim Grams
    ,
    Christian Bartelt
    , Heiner Stuckenschmidt
  13. TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
    NeurIPS 2024 ·
    Julia Gastinger
    ,
    Shenyang Huang
    ,
    Michael Galkin
    ,
    Erfan Loghmani
    ,
    Ali Parviz
    ,
    Farimah Poursafaei
    ,
    Jacob Danovitch
    ,
    Emanuele Rossi
    ,
    Ioannis Koutis
    , Heiner Stuckenschmidt,
    Reihaneh Rabbany
    ,
    Guillaume Rabusseau