Accurately computing the log-sum-exp and softmax functions
Work
Year: 2020
Type: article
Abstract: Evaluating the log-sum-exp function or the softmax function is a key step in many modern data science algorithms, notably in inference and classification. Because of the exponentials that these funct... more
Institutions University of Manchester, University of Edinburgh
Cites: 33
Cited by: 60
Related to: 10
FWCI: 4.439
Citation percentile (by year/subfield): 87.27
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
APC paid (est): $3,167