Declarative Data Serving: The Future of Machine Learning Inference on the Edge.
Ted ShaowangNilesh JainDennis MatthewsSanjay KrishnanPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- machine learning
- data analysis
- data sets
- training data
- data processing
- synthetic data
- raw data
- statistical methods
- data structure
- prior knowledge
- statistical analysis
- data collection
- big data
- database
- data quality
- experimental data
- data sources
- artificial intelligence
- learning algorithm
- probability distribution
- support vector machine
- edge detection
- end users
- active learning
- labeled data
- xml documents
- missing data
- computer vision
- data mining
- databases