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Found 3 papers, 1 papers with code
Representing Piecewise Linear Functions by Functions with Small Arity
A piecewise linear function can be described in different forms: as an arbitrarily nested expression of $\min$- and $\max$-functions, as a difference of two convex piecewise linear functions, or as a linear combination of maxima of affine-linear functions.
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing
Based on these challenges, we developed a reference software architecture based on knowledge graphs, tracking and scene analysis, and components for relational machine learning with a particular focus on its scalability.
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy
We propose a new metric space of ReLU activation codes equipped with a truncated Hamming distance which establishes an isometry between its elements and polyhedral bodies in the input space which have recently been shown to be strongly related to safety, robustness, and confidence.
