2 papers
cs.LG2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
Weijie Xu, Xiaoyu Jiang, Srinivasan H. Sengamedu +2
Recently, Neural Topic Models (NTM), inspired by variational autoencoders, have attracted a lot of research interest; however, these methods have limited applications in the real w…
cs.LG2023
FFPDG: Fast, Fair and Private Data Generation
Weijie Xu, Jinjin Zhao, Francis Iannacci +1
Generative modeling has been used frequently in synthetic data generation. Fairness and privacy are two big concerns for synthetic data. Although Recent GAN [\cite{goodfellow2014ge…