PPaperPicks

Marius Lindauer

8 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2GECCO ×2ECAI ×1EDBT ×1ICML ×1NeurIPS ×1

Frequent coauthors

Marcel Wever
×3
Eyke Hüllermeier
×2
Alexander Tornede
×2
Alessandro Pierro
×1
Jason Yik
×1
Jonathan Timcheck
×1
Maximilian Muschalik
×1
Fabian Fumagalli
×1
Felix Neutatz
×1
Ziawasch Abedjan
×1
Difan Deng
×1
Valentin Margraf
×1

Papers

  1. Evolutionary Mapping of Neural Networks to Spatial Accelerators
    GECCO 2026 ·
    Alessandro Pierro
    ,
    Jason Yik
    ,
    Jonathan Timcheck
    , Marius Lindauer,
    Eyke Hüllermeier
    ,
    Marcel Wever
  2. HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization
    AAAI 2026 ·
    Marcel Wever
    ,
    Maximilian Muschalik
    ,
    Fabian Fumagalli
    , Marius Lindauer
  3. How Green is AutoML for Tabular Data?
    EDBT 2025 ·
    Felix Neutatz
    , Marius Lindauer,
    Ziawasch Abedjan
  4. Neural Attention Search
    NeurIPS 2025 ·
    Difan Deng
    , Marius Lindauer
  5. SynthACticBench: A Capability-Based Synthetic Benchmark for Algorithm Configuration
    GECCO 2025 ·
    Valentin Margraf
    ,
    Anna Lappe
    ,
    Marcel Wever
    ,
    Carolin Benjamins
    ,
    Eyke Hüllermeier
    , Marius Lindauer
  6. Hyperparameter Importance Analysis for Multi-Objective AutoML
    ECAI 2024 ·
    Daphne Theodorakopoulos
    ,
    Frederic T. Stahl
    , Marius Lindauer
  7. Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning
    AAAI 2024 ·
    Joseph Giovanelli
    ,
    Alexander Tornede
    ,
    Tanja Tornede
    , Marius Lindauer
  8. Position: A Call to Action for a Human-Centered AutoML Paradigm
    ICML 2024 · Marius Lindauer,
    Florian Karl
    ,
    Anne Klier
    ,
    Julia Moosbauer
    ,
    Alexander Tornede
    ,
    Andreas Müller
    ,
    Frank Hutter
    ,
    Matthias Feurer
    ,
    Bernd Bischl