'Analysis and Exploitation of Jacobian Scarcity' published in 'Modeling, Simulation and Optimization of Complex Processes'

Lyons and Utke [3] describe a greedy heuristic for exploiting scarcity, which ... Griewank, A., Vogel, O.: Analysis and exploitation of Jacobian scarcity. In ...

The design of AD tools that can effectively exploit Jacobian scarcity in a practical ... Analysis and exploitation of Jacobian scarcity. In Hans Georg. Bock ...

Analysis and Exploitation of Jacobian Scarcity ; Published in. Modeling, Simulation and Optimization of Complex Processes ; Editor(s) Hans Georg Bock, Ekaterina ...

Oct 22, 2024 · This paper considers a heuristic approach for exploiting finer granular recomputations to reduce the storage requirements and thereby improve ...

A code transformation technique that, given a code for a vector function F, produces a code suitable for computing collections of Jacobian-vector products ...

Summary. Scarsity is the notion that the Jacobian J for a given function f : Rn !→ Rm may have fewer than n∗m degrees of freedom.

Analysis and Exploitation of Jacobian Scarcity. HPSC 2003: 149-164. [+] ... German National Research Data Infrastructure (NFDI). NFDI4DataScience · ORKG ...

The following video explains what the Jacobian is, how it accounts for distortion, and how it appears in the change-of-variable formula.

May 9, 2016 · However, in order to exploit scarcity, we seek the sequence of vertex elimi- nations that yields the equivalent computational graph with the ...