Bandit Online Linear Optimization with Hints and Queries.
Aditya BhaskaraAshok CutkoskyRavi KumarManish PurohitPublished in: ICML (2023)
Keyphrases
- online learning
- query processing
- range queries
- efficient processing
- quadratic programming
- response time
- semidefinite
- global optimization
- optimization method
- optimization algorithm
- answering queries
- optimization strategies
- database
- stochastic gradient
- optimization process
- database queries
- boolean expressions
- real time
- databases
- query evaluation
- query language
- random sampling
- retrieval systems
- complex queries
- user queries
- web search engines
- optimization problems
- execution plan
- website
- linear constraints
- bandit problems
- highly non linear
- evolutionary algorithm
- integrity constraints
- search queries
- data objects