Auto-Surprise: An Automated Recommender-System (AutoRecSys) Library with Tree of Parzens Estimator (TPE) Optimization.
Rohan AnandJoeran BeelPublished in: RecSys (2020)
Keyphrases
- recommender systems
- optimization algorithm
- semi automated
- collaborative filtering
- tree structure
- maximum a posteriori
- user profiles
- least squares
- model selection
- maximum likelihood
- optimization problems
- neural network
- b tree
- fully automated
- estimation error
- constrained optimization
- estimation algorithm
- optimization model
- multi objective
- product recommendation