On UMAP's True Loss Function.

Sebastian Damrich Fred A. Hamprecht

Published in: NeurIPS (2021)

Keyphrases

loss function
support vector
pairwise
logistic regression
learning to rank
risk minimization
regularization term
empirical risk
reproducing kernel hilbert space
gradient boosting
loss minimization
solution path
web search
stochastic gradient descent
bayes rule
boosting framework