Fast and Accurate Personalized Recommendation with Indexing
In a previous blog post, we introduce the problem of top-K recommendation retrieval using Matrix Factorization (MF). We also highlight the importance of indexing structures as a...
Author: Andrew Le
A Quest for Fast Personalized Recommendation
Personalized recommender systems attempt to generate a limited number of item options (e.g., products on Amazon, movies on Netflix, or videos on Youtube, etc.)...
IJCAI 2019 in Macau, China
In August 2019, Andrew attended the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019). He shares his learning and experience in this blog post....
Recent Advances in Scalable Retrieval of Personalized Recommendations
Andrew and Hady will be delivering a tutorial at the AAAI-19 conference to take place on Monday, January 28, 2019 from 8:30am to 12:30pm...
CIKM-2018 in Turino, Italy
In October, Andrew attended the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018) that was organized in Torino, Italy. Here, he...
