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Ansgar Steland

Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning

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Feb 28, 2024
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On Extreme Value Asymptotics of Projected Sample Covariances in High Dimensions with Applications in Finance and Convolutional Networks

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Oct 12, 2023
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Online Detection of Changes in Moment-Based Projections: When to Retrain Deep Learners or Update Portfolios?

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Feb 14, 2023
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Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors

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Jan 06, 2021
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Is there a role for statistics in artificial intelligence?

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Sep 13, 2020
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Extreme Learning and Regression for Objects Moving in Non-Stationary Spatial Environments

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May 22, 2020
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Automatic Processing and Solar Cell Detection in Photovoltaic Electroluminescence Images

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Jul 26, 2018
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On Convergence of Moments for Approximating Processes and Applications to Surrogate Models

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Apr 28, 2018
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A Binary Control Chart to Detect Small Jumps

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Jan 12, 2010
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