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Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic
  Bounds and Applications

Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications

26 June 2020
Guillaume Ausset
Stéphan Clémenccon
Franccois Portier
ArXiv (abs)PDFHTML

Papers citing "Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications"

4 / 4 papers shown
Sharp error bounds for imbalanced classification: how many examples in
  the minority class?
Sharp error bounds for imbalanced classification: how many examples in the minority class?International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Anass Aghbalou
François Portier
Anne Sabourin
300
4
0
23 Oct 2023
DNNR: Differential Nearest Neighbors Regression
DNNR: Differential Nearest Neighbors RegressionInternational Conference on Machine Learning (ICML), 2022
Youssef Nader
Leon Sixt
Tim Landgraf
523
17
0
17 May 2022
Nearest neighbor empirical processes
Nearest neighbor empirical processes
Franccois Portier
185
2
0
27 Oct 2021
Gradient-Based Empirical Risk Minimization using Local Polynomial
  Regression
Gradient-Based Empirical Risk Minimization using Local Polynomial Regression
Ali Jadbabaie
A. Makur
Devavrat Shah
564
8
0
04 Nov 2020
1
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