Neural Architecture Search: A Survey

• Model and system robustness in distributed CNN inference at the edge

  2024 Integration article Computer Science IoT and Edge/Fog Computing Open access

  5

  citations
• Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  2

  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
• AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images

  2024 Remote Sensing article Computer Science Advanced Image Processing Techniques Open access

  5

  citations
• The Medical Segmentation Decathlon

  2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents

  1,340

  citations
• Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  193

  citations
• Mixed-block neural architecture search for medical image segmentation

  2022 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access

  9

  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
• Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines

  2021 IEEE Conference on Prognostics and Health Management conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  18

  citations
• Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

  2021 ACM Journal on Emerging Technologies in Computing Systems article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access

  85

  citations
• Semi-supervised Co-ensembling for AutoML

  2021 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

  3

  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

13 results