Accelerating Top-k ListNet Training for Ranking Using FPGA.
Qiang LiShane T. FlemingDavid B. ThomasPeter Y. K. CheungPublished in: FPT (2018)
Keyphrases
- learning to rank
- ranking list
- learning to rank algorithms
- ranking functions
- scoring function
- scoring functions
- supervised learning
- ranking algorithm
- training set
- information retrieval
- ranking svm
- training process
- signal processing
- query processing
- real time
- test collection
- loss function
- keyword search
- web search
- single chip
- software implementation
- artificial neural networks
- image processing
- hardware architectures
- keyword search in relational databases