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Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise

Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise

11 June 2019
Henry W. J. Reeve
A. Kabán
    NoLa
ArXiv (abs)PDFHTML

Papers citing "Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise"

8 / 8 papers shown
Title
An Embedding is Worth a Thousand Noisy Labels
An Embedding is Worth a Thousand Noisy Labels
Francesco Di Salvo
Sebastian Doerrich
Ines Rieger
Christian Ledig
NoLa
153
0
0
26 Aug 2024
Detecting Corrupted Labels Without Training a Model to Predict
Detecting Corrupted Labels Without Training a Model to Predict
Zhaowei Zhu
Zihao Dong
Yang Liu
NoLa
217
68
0
12 Oct 2021
Binary classification with corrupted labels
Binary classification with corrupted labels
Yonghoon Lee
Rina Foygel Barber
81
9
0
16 Jun 2021
Locally Adaptive Label Smoothing for Predictive Churn
Locally Adaptive Label Smoothing for Predictive Churn
Dara Bahri
Heinrich Jiang
NoLa
66
8
0
09 Feb 2021
Certified Robustness of Nearest Neighbors against Data Poisoning and
  Backdoor Attacks
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks
Jinyuan Jia
Yupei Liu
Xiaoyu Cao
Neil Zhenqiang Gong
AAML
112
75
0
07 Dec 2020
Active Classification with Uncertainty Comparison Queries
Active Classification with Uncertainty Comparison Queries
Zhenghang Cui
Issei Sato
51
0
0
03 Aug 2020
Deep k-NN for Noisy Labels
Deep k-NN for Noisy Labels
Dara Bahri
Heinrich Jiang
Maya R. Gupta
NoLa
76
82
0
26 Apr 2020
Minimum-Norm Adversarial Examples on KNN and KNN-Based Models
Minimum-Norm Adversarial Examples on KNN and KNN-Based Models
Chawin Sitawarin
David Wagner
AAML
59
20
0
14 Mar 2020
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