no code implementations • 12 Mar 2022 • Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang
Specifically, TRASA first converts the session to a graph and then encodes the shortest path between items through the gated recurrent unit as their transition relation.
no code implementations • 17 Oct 2020 • Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang
Extensive experiments on classification and regression datasets demonstrate that DIFER can significantly improve the performance of various machine learning algorithms and outperform current state-of-the-art AutoFE methods in terms of both efficiency and performance.
1 code implementation • 29 May 2020 • Jingfan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
Bayesian optimization is a broadly applied methodology to optimize the expensive black-box function.