Hyperparameter Importance Across Datasets

• Euclid preparation

  2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  0

  citations
• Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI

  2026 Information Systems Frontiers article Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• OpenML: Insights from 10 years and more than a thousand papers

  2025 Patterns article Decision Sciences Scientific Computing and Data Management Open access

  13

  citations
• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• Hyperparameter importance and optimization of quantum neural networks across small datasets

  2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

  26

  citations
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets

  2022 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  10

  citations
• Metalearning for Hyperparameter Optimization

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  8

  citations
• Setting Up Configuration Spaces and Experiments

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  4

  citations
• Learning from Metadata in Repositories

  2022 Cognitive technologies book-chapter Computer Science Research Data Management Practices Open access

  1

  citations

9 results