Kan Deng

Tags

Efficient Statistical Algorithms, Kd-trees and Ball-trees, Locally Weighted Learning, Memory-based Learning

Papers

• Efficient Locally Weighted Polynomial Regression Predictions (1997)
  Using Multiresolution KD-trees with cached first and second moments in the nodes
• Multiresolution Instance-based Learning (1995)
  Multiresolution Kd-trees with cached statistics for accelerating kernel regression