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monotone ReLU neural network

technology1 mentionslast seen Nov 10, 2026

A neural network model with ReLU activations constrained to be monotone.

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monotone ReLU neural networkdepends onReLU neural network88% confidence1 source

monotone ReLU neural network

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monotone ReLU neural networkdepends onReLU neural network

88% confidence1 supporting mentions

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preprintarXivNov 7, 2026On the Depth of Monotone ReLU Neural Networks and ICNNs
monotone networks ($\mathsf{ReLU}^+$) and input convex neural networks ($\mathsf{ICNN}$). Our focus is on expressivity, mostly in terms of depth, and our motivation is to gain a better understanding of the depth required to exactly represent functions using neural networks with ReLU activations