301 citations · 718 across the 46 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 2 cited
Learning Adaptive Display Exposure for Real-Time Advertising
Weixun Wang, Junqi Jin, Jianye Hao +9
In E-commerce advertising, where product recommendations and product ads are presented to users simultaneously, the traditional setting is to display ads at fixed positions. Howeve…
stat.ML2018★ 167 cited
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising
Junqi Jin, Chengru Song, Han Li +3
Real-time advertising allows advertisers to bid for each impression for a visiting user. To optimize specific goals such as maximizing revenue and return on investment (ROI) led by…
stat.ML2018★ 301 cited
Learning Tree-based Deep Model for Recommender Systems
Han Zhu, Xiang Li, Pengye Zhang +4
Model-based methods for recommender systems have been studied extensively in recent years. In systems with large corpus, however, the calculation cost for the learnt model to predi…