Fast Offline Policy Optimization for Large Scale Recommendation.
Otmane SakhiDavid RohdeAlexandre GilottePublished in: AAAI (2023)
Keyphrases
- optimization algorithm
- real time
- optimization problems
- global optimization
- real life
- recommender systems
- optimization method
- data sets
- real world
- machine learning
- optimization process
- optimal policy
- constrained optimization
- collaborative filtering
- website
- combinatorial optimization
- user preferences
- optimization methods
- small scale
- asymptotically optimal
- optimization strategies
- direct search