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Optimal exponential bounds on the accuracy of classification

Optimal exponential bounds on the accuracy of classification

26 November 2011
N. I. Pentacaput
ArXiv (abs)PDFHTML

Papers citing "Optimal exponential bounds on the accuracy of classification"

5 / 5 papers shown
High-probability minimax lower bounds
High-probability minimax lower bounds
Tianyi Ma
K. A. Verchand
R. Samworth
335
10
0
19 Jun 2024
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax
  Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function ClassesInternational Conference on Machine Learning (ICML), 2024
Hyunouk Ko
Xiaoming Huo
316
1
0
08 Jan 2024
On Excess Risk Convergence Rates of Neural Network Classifiers
On Excess Risk Convergence Rates of Neural Network Classifiers
Hyunouk Ko
Namjoon Suh
X. Huo
215
3
0
26 Sep 2023
A minimax framework for quantifying risk-fairness trade-off in
  regression
A minimax framework for quantifying risk-fairness trade-off in regressionAnnals of Statistics (Ann. Stat.), 2020
Evgenii Chzhen
Nicolas Schreuder
FaML
449
42
0
28 Jul 2020
Optimal exponential bounds for aggregation of density estimators
Optimal exponential bounds for aggregation of density estimators
Pierre C. Bellec
378
18
0
15 May 2014
1
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