Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data.
Julian BitterwolfAlexander MeinkeMatthias HeinPublished in: CoRR (2020)
Keyphrases
- data sets
- data distribution
- database
- raw data
- uniformly distributed
- data collection
- high quality
- data structure
- image data
- experimental data
- neural network
- complex data
- data quality
- data processing
- synthetic data
- original data
- data sources
- sensor data
- automatic detection
- data objects
- missing values
- attribute values
- missing data
- anomaly detection
- np hard
- input data
- object detection
- data points