Proceedings of the 1st International Workshop on Deep Learning Practice for High-Dimensional Sparse Data

Automatic feature engineering from very high dimensional event logs using deep neural networks

Pub Date : 2019-08-05 DOI: 10.1145/3326937.3341262 Kai Hu, Joey Wang, Yong Liu, Datong Chen

Pairwise multi-layer nets for learning distributed representation of multi-field categorical data

Pub Date : 2019-08-05 DOI: 10.1145/3326937.3341251 Ying Wen, Tianyao Chen, Jun Wang, Weinan Zhang

A unified neural network approach to e-commerce relevance learning

Pub Date : 2019-08-05 DOI: 10.1145/3326937.3341259 Yunjiang Jiang, Yue Shang, Rui Li, Wen-Yun Yang, Guoyu Tang, Chaoyi Ma, Yun Xiao, Eric Zhao