1 code implementation • 25 Dec 2017 • Baiyang Wang, Diego Klabjan
Generative adversarial nets (GANs) have been successfully applied to the artificial generation of image data.
no code implementations • 20 Feb 2017 • 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 query.
no code implementations • 15 Aug 2016 • 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.
no code implementations • 4 Jul 2016 • Baiyang Wang, Diego Klabjan
We consider the problem of modeling temporal textual data taking endogenous and exogenous processes into account.