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

11 June 2019

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 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 Zhaowei Zhu Zihao Dong Yang Liu NoLa 217 68 0 12 Oct 2021
Binary classification with corrupted labels Yonghoon Lee Rina Foygel Barber 81 9 0 16 Jun 2021
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 Jinyuan Jia Yupei Liu Xiaoyu Cao Neil Zhenqiang Gong AAML 112 75 0 07 Dec 2020
Active Classification with Uncertainty Comparison Queries Zhenghang Cui Issei Sato 51 0 0 03 Aug 2020
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 Chawin Sitawarin David Wagner AAML 59 20 0 14 Mar 2020