Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement.
Fartash FaghriHadi PouransariSachin MehtaMehrdad FarajtabarAli FarhadiMohammad RastegariOncel TuzelPublished in: CoRR (2023)
Keyphrases
- experimental data
- data sets
- mathematical model
- input data
- database
- empirical data
- test data
- computational model
- probabilistic model
- probability distribution
- data processing
- models built
- simulation data
- expert knowledge
- statistical methods
- synthetic data
- training data
- data sources
- data collection
- machine learning
- social networks
- learning models
- data quality
- raw data
- data streams
- data analysis
- prior knowledge
- management system
- data mining techniques
- computational efficiency
- conceptual model
- data structure
- statistical model
- sensor data
- objective function
- data reduction
- measured data
- computer systems