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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

Alessandro Pierro
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Marcel Wever
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Felix Neutatz
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Difan Deng
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Valentin Margraf
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Daphne Theodorakopoulos
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Joseph Giovanelli
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Papers

  1. Evolutionary Mapping of Neural Networks to Spatial Accelerators
    GECCO 2026 ·
    Alessandro Pierro
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  2. HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization
    AAAI 2026 ·
    Marcel Wever
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  3. How Green is AutoML for Tabular Data?
    EDBT 2025 ·
    Felix Neutatz
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  4. Neural Attention Search
    NeurIPS 2025 ·
    Difan Deng
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  5. SynthACticBench: A Capability-Based Synthetic Benchmark for Algorithm Configuration
    GECCO 2025 ·
    Valentin Margraf
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  6. Hyperparameter Importance Analysis for Multi-Objective AutoML
    ECAI 2024 ·
    Daphne Theodorakopoulos
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  7. Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning
    AAAI 2024 ·
    Joseph Giovanelli
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  8. Position: A Call to Action for a Human-Centered AutoML Paradigm
    ICML 2024 · Marius Lindauer