Prospector Heads: Generalized Feature Attribution for Large Models & Data.
Gautam MachirajuAlexander DerryArjun D. DesaiNeel GuhaAmir-Hossein KarimiJames ZouRuss B. AltmanChristopher RéParag MallickPublished in: CoRR (2024)
Keyphrases
- data sets
- experimental data
- historical data
- raw data
- data sources
- data analysis
- knowledge discovery
- accurate models
- data collection
- data processing
- prior knowledge
- training data
- statistical analysis
- database
- learned models
- complex data
- machine learning
- search engine
- spatial data
- input data
- image data
- data structure
- data mining techniques
- feature space
- data points
- statistical methods
- probability distribution
- original data
- feature vectors
- learning models
- databases
- autoregressive
- wireless sensor networks
- query processing