Beyond Traditional Characterizations in the Age of Data: Big Models, Scalable Algorithms, and Meaningful Solutions.
Shang-Hua TengPublished in: KDD (2022)
Keyphrases
- data structure
- accurate models
- statistical methods
- data processing
- data sets
- data reduction
- original data
- data mining algorithms
- data collection
- data sources
- database
- learning models
- data mining techniques
- discrete data
- data analysis
- data mining tools
- experimental data
- historical data
- statistical analysis
- noisy data
- incomplete data
- raw data
- optimal solution
- data distribution
- machine learning algorithms
- image data
- knowledge discovery
- probability distribution
- prior knowledge
- data mining
- incremental algorithms
- big data
- training data
- data streams
- regression model
- computational complexity
- input data
- optimization problems
- probabilistic model