Curse of Smoothness in Functional Neural Networks
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DOI: 10.1109/lsp.2025.3624683
Abstract: Functional neural networks (FNNs) have emerged as powerful tools for modeling complex relationships in functional data, leveraging the flexibility of deep learning to capture non-linear patterns. However, most components of FNNs are directly borrowed from… read more here.
Keywords: curse smoothness; smoothness functional; functional neural; functional data ... See more keywords