Recommender Systems
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UniFliXsg: AI-Powered Undergraduate Program Recommendations for Singapore Universities
Large Language ModelsHow could AI suggest your majors?
8 min read -
Understanding fundamentals of exploration and Deep Bayesian Bandits to tackle feedback loops in recommender systems
13 min read -
Making LLMs into production environments
10 min read -
A systematic method for designing and evaluating candidate generation and early ranking stages in recommender…
12 min read -
Evaluating a recommender system offline can be tricky
11 min read -
When customers don’t explicitly tell you what they want
12 min read -
Understanding the purpose and functionality of common metrics in ML packages
7 min read -
A new RecList to provide more flexibility and better support for evaluation
8 min read -
Basic recommenders that are easy to understand and implement, as well as fast to train
7 min read