Sequential Model-Based Optimization for General Algorithm Configuration

• Automated Algorithm Configuration of $$\alpha $$, $$\beta $$-CROWN

  2026 Lecture notes in computer science conference-paper

  0

  citations
• 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
• Automated machine learning: past, present and future

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

  146

  citations
• Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  1

  citations
• Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks

  2024 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks

  0

  citations
• Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP

  2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  7

  citations
• PROMISE: Coupling predictive process mining to process discovery

  2022 Information Sciences article Business, Management and Accounting Business Process Modeling and Analysis Open access

  15

  citations
• Automated Machine Learning for COVID-19 Forecasting

  2022 IEEE Access article Computer Science Data Stream Mining Techniques Open access

  12

  citations
• BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems

  2022 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  2

  citations
• AutoDiagnosis: Automatic Data-Driven Configuration of an Automotive Fault Diagnosis Algorithm Using Noisy Two-Stage Optimization

  2022 Lecture notes in control and information sciences - proceedings conference-paper Computer Science Machine Learning and Data Classification

  0

  citations
• DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions

  2021 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access

  57

  citations
• Expert System for the Machine Learning Pipeline in Manufacturing

  2021 IFAC-PapersOnLine article Computer Science Machine Learning and Data Classification Open access

  13

  citations
• Bridging the Gap between Scheduling and Control of Distributed Energy Resources: Dynamic Parametrization of a Metaheuristic Method

  2020 conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  0

  citations

13 results