HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step.

Yuting Ye Lihua Lei Cheng Ju

Published in: AISTATS (2018)

Keyphrases

experimental evaluation
optimization method
prior knowledge
cost function
computational cost
synthetic data
fine tuning
preprocessing
high accuracy
support vector machine
support vector machine svm
computationally efficient
pairwise
denoising
data sets
clustering method
knn
fully automatic
computational complexity