AClib: A Benchmark Library for Algorithm Configuration

• Instance Selection Methods in Automated Algorithm Configuration

  2026 The European Journal on Artificial Intelligence article Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym

  2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  10

  citations
• Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems

  2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• AutoML Loss Landscapes

  2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Machine Learning and Data Classification cited by 1 patent

  16

  citations
• Combining sequential model-based algorithm configuration with default-guided probabilistic sampling

  2020 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  2

  citations
• Golden parameter search

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  12

  citations
• Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling

  2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  5

  citations

7 results