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cs.LG2026
Uncertainty propagation through trained multi-layer perceptrons: Exact analytical results
Andrew Thompson, Miles McCrory
We give analytical results for propagation of uncertainty through trained multi-layer perceptrons (MLPs) with a single hidden layer and ReLU activation functions. More precisely, w…
cs.LG2024
Cluster Metric Sensitivity to Irrelevant Features
Miles McCrory, Spencer A. Thomas
Clustering algorithms are used extensively in data analysis for data exploration and discovery. Technological advancements lead to continually growth of data in terms of volume, di…