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Papers matching “nonparametric learning” 8

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Nonparametric Learning Non-Gaussian Quantum States of Continuous Variable Systems
2026 Physical Review Letters article Computer Science Quantum Information and Cryptography Open access

Liubov A. Markovich, Xiaoyu Liu, Jordi Tura

0

citations
Gaussian Process Panel Modeling—Machine Learning Inspired Analysis of Longitudinal Panel Data
2020 Frontiers in Psychology article Computer Science Gaussian Processes and Bayesian Inference Open access

Julian David Karch, Andreas M. Brandmaier, Manuel C. Voelkle

19

citations
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression
2021 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access cited by 1 patent

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

48

citations
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression
2021 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

9

citations
Non-Parametric Word Sense Disambiguation for Historical Languages
2022 conference-paper Computer Science Natural Language Processing Techniques Open access

Enrique Manjavacas Arévalo, Lauren Fonteyn

8

citations
Foundations of Time Series Analysis
2021 Acta neurochirurgica. Supplementum book-chapter Computer Science Time Series Analysis and Forecasting

Jonas Ort, Karlijn Hakvoort, Georg Neuloh, Hans Clusmann, Daniel Delev, Julius M. Kernbach

5

citations
Robustness Margin: A New Measure for the Robustness of Neural Networks
2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

Lionel Kielhöfer, Annelot W. Bosman, Holger H. Hoos, Jan N. van Rijn

2

citations
Context-Adaptive Thresholding for Conditionally Representative Monitoring and Classification
2026 arXiv (Cornell University) preprint Computer Science Imbalanced Data Classification Techniques Open access

Ansgar Steland

0

citations

8 results