kayoooon1 / 2021-recsys

✔️ Recommendation System Implementation & Paper Reviews during the Internship

2021-RecSys

During the internship in CAU Data Science Lab, I researched about the recommendation system in detail.

Lecture

Study Group for CSCI 5123

Sequences

1. Non Personalized Recommendation System
2. Genre Based Recommendation System
3. Matrix Factorization
4. Popular, Genre, Group based Recommendation System
5. AutoEncoder
6. Variational AutoEncoder for Collaborative Filtering
7. Mixture of Experts
8. Gumbel Softmax
9. Collaborative engine for practical disease prediction (CARE)
10. Adaptive Sequential Model Generator for Incrementally Updating Recommender Systems
11. Embarrassingly Shallow Autoencoders for Sparse Data