Evolving Neural Networks through Augmenting Topologies

• Exploring the Search Space of Neural Network Combinations obtained with Efficient Model Stitching

  2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Neural Network Applications Open access

  1

  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 Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies

  2023 IEEE Congress on Information Science and Technology (CiSt) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  2

  citations
• Gene-pool Optimal Mixing in Cartesian Genetic Programming

  2022 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  2

  citations
• Bayesian neural architecture search using a training-free performance metric

  2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

  24

  citations
• Neural Network Design: Learning from Neural Architecture Search

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Neural Network Applications Open access

  8

  citations
• Automated design of error-resilient and hardware-efficient deep neural networks

  2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

  40

  citations

7 results