From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware.
Anshumali ShrivastavaVihan LakshmanTharun MediniNicholas MeisburgerJoshua EngelsDavid Torres RamosBenito GeordiePratik PranavShubh GuptaYashwanth AdunukotaSiddharth JainPublished in: RecSys (2023)
Keyphrases
- network architecture
- prior knowledge
- real time
- reinforcement learning
- probabilistic model
- collaborative filtering
- recommendation systems
- embedded systems
- commodity hardware
- connectionist models
- neural model
- computing power
- bio inspired
- mathematical models
- personal computer
- computational models
- statistical models
- model selection
- general purpose
- neural network