Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them).
Drew PrinsterSamuel StantonAnqi LiuSuchi SariaPublished in: CoRR (2024)
Keyphrases
- data distribution
- data streams
- index structure
- distributed data
- data points
- high dimensional data
- communication cost
- concept drift
- data skew
- training instances
- multi dimensional
- r tree
- multi dimensional data
- decision boundary
- skyline queries
- streaming data
- hash functions
- data sets
- pattern recognition
- data structure
- feature selection
- computer vision