Online Geometric Optimization in the Bandit Setting Against an Adaptive Adversary.
H. Brendan McMahanAvrim BlumPublished in: COLT (2004)
Keyphrases
- online learning
- optimization problems
- optimization process
- database
- optimization methods
- upper confidence bound
- discrete optimization
- constrained optimization
- global optimization
- optimization algorithm
- real time
- multiscale
- case study
- random sampling
- website
- learning algorithm
- geometric structure
- optimization model
- information retrieval
- optimization strategies
- online environment
- multi armed bandit