AutoEmb Automated Embedding Dimensionality Searchg in Streaming Recommendations
- Author
- Arjun Srivastava
- Published
- Mon 08 Jul 2024
- Episode Link
- https://arjunsriva.com/podcast/podcasts/2002.11252/
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.
Read full paper: https://arxiv.org/abs/2002.11252
Tags: Deep Learning, Recommender Systems, Optimization
