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01/22/2023
Explainable Quantum Machine Learning
Methods of artificial intelligence (AI) and especially machine learning ...
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03/24/2022
Quantum Feature Selection
In machine learning, fewer features reduce model complexity. Carefully a...
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01/16/2020
Scalable Hyperparameter Optimization with Lazy Gaussian Processes
Most machine learning methods require careful selection of hyper-paramet...
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12/24/2019
Robustness of Brain Tumor Segmentation
We address the generalization behavior of deep neural networks in the co...
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10/05/2019
Object Segmentation Tracking from Generic Video Cues
We propose a light-weight variational framework for online tracking of o...
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02/18/2015