AutoEmb Automated Embedding Dimensionality Searchg in Streaming Recommendations
Deep Learning
Recommender Systems
Optimization
Read transcript · Original paper
AI-generated voices discussing a paper selected by Arjun Srivastava.
About this paper
AutoEmb is about using different lenghts of embedding vectors for different items, use less memory + potentially learn more robust stuff for items with less data, and learn more nuanced stuff for popular items.