Learning with Kernels

• Controllability of Continuous Networks and a Kernel-Based Learning Approximation

  2025 Dynamic modeling and econometrics in economics and finance book-chapter Physics and Astronomy Model Reduction and Neural Networks

  1

  citations
• Some Thoughts on Graph Similarity

  2024 Lecture notes in computer science conference-paper Computer Science Graph Theory and Algorithms

  0

  citations
• Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test

  2023 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning Open access

  6

  citations
• Quantum machine learning beyond kernel methods

  2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

  228

  citations
• Structural risk minimization for quantum linear classifiers

  2023 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  34

  citations
• Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression

  2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Computer Science Gaussian Processes and Bayesian Inference

  0

  citations
• Mechanics 4.0

  2022 Springer eBooks book-chapter Engineering Digital Transformation in Industry

  2

  citations
• Football: Discovering elapsing-time bias in the science of success

  2021 Chaos Solitons & Fractals article Economics, Econometrics and Finance Sports Analytics and Performance

  5

  citations
• Prediction of Particle Properties in Plasma Spraying Based on Machine Learning

  2021 Journal of Thermal Spray Technology article Engineering High-Temperature Coating Behaviors Open access

  37

  citations
• GoSafe: Globally Optimal Safe Robot Learning

  2021 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent

  19

  citations
• Calculating LRs for presence of body fluids from mRNA assay data in mixtures

  2021 Forensic Science International Genetics article Biochemistry, Genetics and Molecular Biology Forensic and Genetic Research Open access

  26

  citations
• Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

  2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) conference-paper Computer Science Quantum Computing Algorithms and Architecture

  57

  citations
• Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

  2020 Nature Communications article Computer Science Machine Learning in Healthcare Open access

  312

  citations
• Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection

  2020 Mediterranean Conference on Embedded Computing (MECO) conference-paper Agricultural and Biological Sciences Smart Agriculture and AI

  3

  citations
• A Kernel Two-sample Test for Dynamical Systems

  2020 arXiv (Cornell University) preprint Computer Science Anomaly Detection Techniques and Applications Open access

  0

  citations

15 results