Recommendation systems control a substantial portion of internet traffic. This section of the notes holds a knowledge graph of my research into them containing interactive visualizations, papers, wikis, and notebooks.
- Audio Transformer
- Contextual Bandit
- Contextual Bandits for Cold Starts
- DeepFM
- DLRM
- EASE
- iALS
- iALS++
- Item Based Collaborative Filtering Recommendation Algorithms
- Meta DNN Architecture Implications
- Monolith
- NCF
- Recsys Source List
- Sampling-Bias-Corrected Neural Modeling for Large Corpus Item Recommendations
- Tapestry
- TrackMix
- VAE
- YT Deep Recommendations
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- STS