Stability vs Implicit Bias of Gradient Methods on Separable Data and Beyond.
Matan SchlisermanTomer KorenPublished in: COLT (2022)
Keyphrases
- data mining techniques
- data sets
- training data
- data analysis
- statistical methods
- missing values
- data mining methods
- high quality
- missing data
- synthetic data
- data collection
- data processing
- significant improvement
- data sources
- machine learning methods
- data representations
- data mining applications
- database systems
- spectral clustering
- experimental data
- preprocessing
- database
- small number
- high dimensional
- high dimensional data
- statistical analysis
- data structure
- bayesian networks
- raw data
- computational cost
- noisy data
- knowledge discovery
- incomplete data
- data reduction
- gradient method
- large scale data sets
- data points