AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System.
Xiang LiXiaojiang ZhouYao XiaoPeihao HuangDayao ChenSheng ChenYunsen XianPublished in: KDD (2022)
Keyphrases
- selection scheme
- real time
- selection mechanism
- feature importance
- web search
- individual features
- management system
- image features
- information retrieval
- selection algorithm
- neural network
- feature ranking
- selection criterion
- data flow
- learning to rank
- ranking algorithm
- semi automatic
- information systems
- feature vectors
- selecting features
- layered architecture
- database
- architectural design
- network architecture
- link analysis
- user feedback
- language model