Universal approximation bounds for superpositions of a sigmoidal function

• Residual multi-fidelity neural network computing

  2025 BIT Numerical Mathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

  11

  citations
• Adaptive random Fourier features training stabilized by resampling with applications in image regression

  2025 Foundations of Data Science article Computer Science Stochastic Gradient Optimization Techniques Open access

  0

  citations
• A supervised deep learning method for nonparametric density estimation

  2024 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

  2

  citations
• Smaller generalization error derived for a deep residual neural network compared with shallow networks

  2022 IMA Journal of Numerical Analysis article Computer Science Stochastic Gradient Optimization Techniques Open access

  4

  citations
• Neural network input feature selection using structured l2 − norm penalization

  2022 Applied Intelligence article Computer Science Neural Networks and Applications Open access

  7

  citations
• One-Round Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors

  2022 Springer eBooks book-chapter Computer Science Machine Learning and ELM

  3

  citations
• Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors

  2021 arXiv (Cornell University) preprint Computer Science Machine Learning and ELM Open access

  1

  citations
• Online data assimilation of a hybrid flow stress model by particle filtering

  2021 CIRP Annals article Engineering Metallurgy and Material Forming

  4

  citations

8 results