SAL-GP couples layerwise GPs with an additive kernel to calibrate classifier confidence, but experimental evidence is mixed, with one variant often no better than a single-layer GP.
”On the use of artificial neural networks in simulation-based manufacturing control.” Journal of Simulation 8.1 (2014): 76-90
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Semantic-Aware Gaussian Process Calibration with Structured Layerwise Kernels for Deep Neural Networks
SAL-GP couples layerwise GPs with an additive kernel to calibrate classifier confidence, but experimental evidence is mixed, with one variant often no better than a single-layer GP.