2 papers
cs.LG2019
Learning from Label Proportions with Generative Adversarial Networks
Jiabin Liu, Bo Wang, Zhiquan Qi +2
In this paper, we leverage generative adversarial networks (GANs) to derive an effective algorithm LLP-GAN for learning from label proportions (LLP), where only the bag-level propo…
cs.OH2018
Research on Artificial Intelligence Ethics Based on the Evolution of Population Knowledge Base
Feng Liu, Yong Shi
The unclear development direction of human society is a deep reason for that it is difficult to form a uniform ethical standard for human society and artificial intelligence. Since…