2.4k citations
- Zhejiang UniversityCN121 papers
- Alibaba Group (United States)US60 papers
- Tsinghua UniversityCN52 papers
- Peking UniversityCN50 papers
- University of Science and Technology of ChinaCN50 papers
- Nanyang Technological UniversitySG42 papers
- Chinese Academy of SciencesCN37 papers
- Shanghai Jiao Tong UniversityCN34 papers
- University of Chinese Academy of SciencesCN26 papers
- University of Electronic Science and Technology of ChinaCN19 papers
- Fudan UniversityCN18 papers
- Hong Kong University of Science and TechnologyHK17 papers
Showing 2017 · stat.MLShow all
3 papers · 2 filters
stat.ML2017★ 39 cited
Rocket Launching: A Universal and Efficient Framework for Training Well-performing Light Net
Guorui Zhou, Ying Fan, Runpeng Cui +3
Models applied on real time response task, like click-through rate (CTR) prediction model, require high accuracy and rigorous response time. Therefore, top-performing deep models o…
stat.ML2017★ 111 cited
Cascade Ranking for Operational E-commerce Search
Shichen Liu, Fei Xiao, Wenwu Ou +1
In the 'Big Data' era, many real-world applications like search involve the ranking problem for a large number of items. It is important to obtain effective ranking results and at…
stat.ML2017★ 63 cited
Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction
Kun Gai, Xiaoqiang Zhu, Han Li +2
CTR prediction in real-world business is a difficult machine learning problem with large scale nonlinear sparse data. In this paper, we introduce an industrial strength solution wi…