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Papers matching “nonparametric estimation” 6

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Context-Adaptive Thresholding for Conditionally Representative Monitoring and Classification
2026 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Ansgar Steland

0

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
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
Statistical Learning of Nonlinear Stochastic Differential Equations from Nonstationary Time Series using Variational Clustering
2022 Multiscale Modeling and Simulation article Computer Science Time Series Analysis and Forecasting

Vyacheslav Boyko, Sebastian Krumscheid, Nikki Vercauteren

4

citations
Selecting fitted models under epistemic uncertainty using a stochastic process on quantile functions
2025 Nature Communications article Computer Science Gaussian Processes and Bayesian Inference Open access

Alexandre René, André Longtin

2

citations

6 results