Adding seemingly uninformative labels helps in low data regimes.
Christos MatsoukasAlbert Bou I HernandezYue LiuKarin DembrowerGisele MirandaEmir KonukJohan Fredin HaslumAthanasios ZouzosPeter LindholmFredrik StrandKevin SmithPublished in: ICML (2020)
Keyphrases
- data sets
- training data
- statistical analysis
- database
- data structure
- data analysis
- data processing
- data quality
- data acquisition
- high dimensional data
- data collection
- knowledge discovery
- data points
- probability distribution
- high quality
- small number
- data mining techniques
- input data
- image data
- prior knowledge
- missing values
- spectral clustering
- noisy data