juniorCurse of Dimensionality
What is distance concentration?
Updated May 15, 2026
Short answer
Distances between points become similar in high dimensions.
Deep explanation
Max and min distances converge as dimensions grow.
Real-world example
Search engines ranking similarity.
Common mistakes
- Assuming distance remains meaningful.
Follow-up questions
- Why does it happen?
- Impact on ML?