Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures

• Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses

  2024 Biotechnology Journal article Decision Sciences Optimal Experimental Design Methods Open access

  12

  citations
• Calibration design for pharmaceutical bioprocesses: A novel approach for knowledge transfer in Design of Experiments

  2024 preprint Decision Sciences Optimal Experimental Design Methods Open access

  0

  citations
• Evaluation of advanced control strategies for building energy systems

  2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

  127

  citations
• baseLess: lightweight detection of sequences in raw MinION data

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access

  4

  citations
• Heed the noise in performance evaluations in neural architecture search

  2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access

  3

  citations
• A Hybrid Multi-Object Segmentation Framework with Model-Based B-Splines for Microbial Single Cell Analysis

  2022 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  4

  citations
• Towards an intelligent HVAC system automation using Reinforcement Learning

  2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

  5

  citations
• Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

  2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

  12

  citations
• A novel surrogate-assisted evolutionary algorithm applied to partition-based ensemble learning

  2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 2 patents

  13

  citations
• Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system

  2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  22

  citations
• Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data

  2021 Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access

  52

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 RWTH Publications (RWTH Aachen) article Engineering Industrial Vision Systems and Defect Detection Open access

  79

  citations
• Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  17

  citations
• DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data

  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Autonomous Vehicle Technology and Safety

  49

  citations
• DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data

  2020 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Computational modelling of cambium activity provides a regulatory framework for simulating radial plant growth

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Agricultural and Biological Sciences Plant Molecular Biology Research Open access

  3

  citations
• Unravelling Anisotropy Evolution during Spiral Pipe Forming: a Multiscale Approach

  2020 Procedia Manufacturing article Engineering Microstructure and Mechanical Properties of Steels Open access

  5

  citations

17 results