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larger decrease » marked decrease (Expand Search)
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larger decrease » marked decrease (Expand Search)
linear decrease » linear increase (Expand Search)
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Geometric manifold comparison visualization
Published 2025“…While many tr-FC approaches have been proposed, most are linear approaches, e.g. computing the linear correlation at a timestep or within a window. …”
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Hyperparameter ranges
Published 2025“…While many tr-FC approaches have been proposed, most are linear approaches, e.g. computing the linear correlation at a timestep or within a window. …”
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Convolutional vs RNN context encoder
Published 2025“…While many tr-FC approaches have been proposed, most are linear approaches, e.g. computing the linear correlation at a timestep or within a window. …”
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Each subfigure shows a different local size (LS) and context size (CS) configuration, where the reliability of the model across different initializations is measured in R-squared.
Published 2025“…Moreover, reliability decreases with a larger dimensionality of the context space, likely increasing the dimensions essentially increases the size and thus the number of equivalent solutions of the space. …”
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