Far from Asymptopia: Unbiased High-Dimensional Inference Cannot Assume Unlimited Data.
Michael C. AbbottBenjamin B. MachtaPublished in: Entropy (2023)
Keyphrases
- high dimensional
- high dimensional data
- data sets
- raw data
- data collection
- data analysis
- training data
- data sources
- data points
- high quality
- small number
- data structure
- sparse data
- noisy data
- data objects
- spatial data
- database
- input data
- social networks
- synthetic data
- data processing
- experimental data
- missing values
- databases
- original data
- multi dimensional
- complex data
- bayesian inference
- computational power
- bayesian networks
- dimensional data
- discrete data