Practical Marketplace Optimization at Uber Using Causally-Informed Machine Learning.
Bobby ChenSiyu ChenJason DowlatabadiYu Xuan HongVinayak IyerUday MantripragadaRishabh NarangApoorv PandeyZijun QinAbrar SheikhHongtao SunJiaqi SunMatthew WalkerKaichen WeiChen XuJingnan YangAllen T. ZhangGuoqing ZhangPublished in: CoRR (2024)
Keyphrases
- machine learning
- pattern recognition
- real world
- natural language processing
- global optimization
- learning systems
- optimization algorithm
- theoretical underpinnings
- discrete optimization
- learning algorithm
- computer vision
- optimization methods
- learning tasks
- optimization process
- text classification
- machine learning approaches
- information extraction
- computer science
- artificial intelligence
- data mining
- constrained optimization
- optimization approaches
- optimization problems
- optimization method
- semi supervised learning
- real time
- information retrieval
- neural network
- data sets