Regularized Evolution for Image Classifier Architecture Search

• Automated machine learning: past, present and future

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

  146

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• 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

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• Evolutionary neural cascade search across supernetworks

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  1

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• 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

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• 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

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• Artificial intelligence and machine learning in nephropathology

  2020 Kidney International article Computer Science AI in cancer detection Open access

  114

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• Interval Adjoint Significance Analysis for Neural Networks

  2020 Lecture notes in computer science conference-paper Computer Science Neural Networks and Applications Open access

  6

  citations

7 results