Auto-Surprise: An Automated Recommender-System (AutoRecSys) Library with Tree of Parzens Estimator (TPE) Optimization.
Rohan AnandJoeran BeelPublished in: CoRR (2020)
Keyphrases
- recommender systems
- semi automated
- optimization algorithm
- collaborative filtering
- optimization problems
- least squares
- user preferences
- tree structure
- optimization method
- fully automated
- optimization process
- data sets
- maximum likelihood
- index structure
- combinatorial optimization
- maximum a posteriori
- optimization methods
- information filtering
- constrained optimization