10 citations · 18 across the 5 of their papers we have counts for
5 papers
Generative Adversarial Nets for Multiple Text Corpora
Baiyang Wang, Diego Klabjan
Generative adversarial nets (GANs) have been successfully applied to the artificial generation of image data. In terms of text data, much has been done on the artificial generation…
An Attention-Based Deep Net for Learning to Rank
Baiyang Wang, Diego Klabjan
In information retrieval, learning to rank constructs a machine-based ranking model which given a query, sorts the search results by their degree of relevance or importance to the…
Regularization for Unsupervised Deep Neural Nets
Baiyang Wang, Diego Klabjan
Unsupervised neural networks, such as restricted Boltzmann machines (RBMs) and deep belief networks (DBNs), are powerful tools for feature selection and pattern recognition tasks.…
Temporal Topic Analysis with Endogenous and Exogenous Processes
Baiyang Wang, Diego Klabjan
We consider the problem of modeling temporal textual data taking endogenous and exogenous processes into account. Such text documents arise in real world applications, including jo…
On sampling social networking services
Baiyang Wang
This article aims at summarizing the existing methods for sampling social networking services and proposing a faster confidence interval for related sampling methods. It also inclu…