Login / Signup
Does Negative Sampling Matter? a Review With Insights Into its Theory and Applications.
Zhen Yang
Ming Ding
Tinglin Huang
Yukuo Cen
Junshuai Song
Bin Xu
Yuxiao Dong
Jie Tang
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
</>
theoretical insights
positive and negative
theoretical framework
random sampling
information theory
image processing
similarity measure
computational model
sample size
multi agent systems
data mining
monte carlo
case study
information retrieval
sampling rate
sampling methods
formal theory
machine learning