Spectral Estimation with Free Decompression

NeurIPSSpotlight2025

Authors
Siavash Ameli, Chris van der Heide, Liam Hodgkinson, Michael W. Mahoney
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Computing eigenvalues of very large matrices is a critical task in many machine learning applications, including the evaluation of log-determinants, the trace of matrix functions, and other important…

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Topics

evaluation

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