Learning to Branch: Generalization Guarantees and Limits of Data-Independent Discretization.
Maria-Florina BalcanTravis DickTuomas SandholmEllen VitercikPublished in: J. ACM (2024)
Keyphrases
- data sets
- data analysis
- synthetic data
- data collection
- image data
- database
- data objects
- prior knowledge
- computer systems
- data sources
- data points
- small number
- high quality
- high dimensional data
- naive bayes
- unsupervised learning
- background knowledge
- data processing
- human experts
- neural network
- raw data
- original data
- learning algorithm
- numerical data
- accurate models
- missing data
- knowledge acquisition
- data mining techniques
- active learning
- preprocessing
- reinforcement learning
- social networks
- databases