Kernel methods in machine learning

• Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions

  2024 Frontiers in Applied Mathematics and Statistics article Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Explainable representation learning of small quantum states

  2023 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  11

  citations
• Machine learning-based identification of interpretable process-structure linkages in metal additive manufacturing

  2023 Additive manufacturing article Engineering Additive Manufacturing Materials and Processes

  39

  citations
• Stable Tuple Embeddings for Dynamic Databases

  2023 conference-paper Computer Science Advanced Graph Neural Networks

  1

  citations
• A Regression Perspective on Generalized Distance Covariance and the Hilbert–Schmidt Independence Criterion

  2022 Statistical Science article Mathematics Statistical Methods and Inference

  16

  citations
• Predicting patient response with models trained on cell lines and patient-derived xenografts by nonlinear transfer learning

  2021 Proceedings of the National Academy of Sciences article Computer Science Computational Drug Discovery Methods Open access

  42

  citations
• Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks

  2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent

  249

  citations
• Predicting clinical drug response from model systems by non-linear subspace-based transfer learning

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

  9

  citations
• A least-squares support vector machine method for modeling transient voltage in polymer electrolyte fuel cells

  2020 Applied Energy article Engineering Fuel Cells and Related Materials

  10

  citations

9 results