Practical Batch Bayesian Sampling Algorithms for Online Adaptive Traffic Experimentation.
Zezhong ZhangTed Tao YuanPublished in: WWW (Companion Volume) (2024)
Keyphrases
- online algorithms
- theoretical analysis
- real time
- learning algorithm
- online learning
- computationally efficient
- data structure
- machine learning algorithms
- orders of magnitude
- real world
- batch mode
- network traffic
- data driven
- worst case
- significant improvement
- benchmark datasets
- markov chain monte carlo
- adaptive algorithms
- computationally demanding
- adaptive sampling