2 papers
cs.LG2025
Pruning AMR: Efficient Visualization of Implicit Neural Representations via Weight Matrix Analysis
Jennifer Zvonek, Andrew Gillette
An implicit neural representation (INR) is a neural network that approximates a spatiotemporal function. Many memory-intensive visualization tasks, including modern 4D CT scanning…
math.NA2024
ContHutch++: Stochastic trace estimation for implicit integral operators
Jennifer Zvonek, Andrew Horning, Alex Townsend
Hutchinson's estimator is a randomized algorithm that computes an -approximation to the trace of any positive semidefinite matrix using matrix-vector prod…