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Nadja Klein

Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study

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May 31, 2024
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Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection

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Apr 26, 2024
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Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance Propagation

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Apr 22, 2024
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Informed Spectral Normalized Gaussian Processes for Trajectory Prediction

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Mar 18, 2024
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Boosting Causal Additive Models

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Jan 12, 2024
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The Deep Promotion Time Cure Model

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May 19, 2023
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Dropout Regularization in Extended Generalized Linear Models based on Double Exponential Families

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May 11, 2023
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Scalable Estimation for Structured Additive Distributional Regression

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Jan 13, 2023
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Informed Priors for Knowledge Integration in Trajectory Prediction

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Nov 01, 2022
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Distributional Adaptive Soft Regression Trees

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Oct 19, 2022
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