The Memory Perturbation Equation: Understanding Model's Sensitivity to Data.
Peter NicklLu XuDharmesh TailorThomas MöllenhoffMohammad Emtiyaz KhanPublished in: CoRR (2023)
Keyphrases
- data sets
- experimental data
- probability distribution
- data analysis
- mathematical model
- data processing
- data collection
- prior knowledge
- computational model
- predictive model
- data points
- raw data
- data quality
- high dimensional data
- network structure
- test data
- conceptual model
- prior information
- database
- expert knowledge
- statistical analysis
- empirical data
- data transfer
- knowledge discovery
- measured data
- data sources
- memory space
- learned models
- high level
- sensor data
- missing data
- synthetic data
- high quality
- objective function
- input data
- data mining techniques
- statistical methods
- training data
- learning algorithm
- probabilistic model
- simulation data
- incoming data
- memory capacity