TY  - CONF
ID  - dl3-b-label-noise-identifiability-1
TI  - Learning with Noisy Labels
AU  - Nagarajan Natarajan
AU  - Inderjit S. Dhillon
AU  - Pradeep K. Ravikumar
AU  - Ambuj Tewari
PY  - 2013
T2  - Advances in Neural Information Processing Systems
UR  - https://papers.nips.cc/paper_files/paper/2013/hash/3871bd64012152bfb53fdf04b401193f-Abstract.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 26
SP  - 1196
EP  - 1204
ER  - 

TY  - CONF
ID  - dl3-b-label-noise-identifiability-2
TI  - Classification with Asymmetric Label Noise: Consistency and Maximal Denoising
AU  - Clayton Scott
AU  - Gilles Blanchard
AU  - Gregory Handy
PY  - 2013
T2  - Proceedings of the 26th Annual Conference on Learning Theory
UR  - https://proceedings.mlr.press/v30/Scott13.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 30
SP  - 489
EP  - 511
ER  - 

TY  - CONF
ID  - dl3-b-label-noise-identifiability-3
TI  - Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach
AU  - Giorgio Patrini
AU  - Alessandro Rozza
AU  - Aditya Krishna Menon
AU  - Richard Nock
AU  - Lizhen Qu
PY  - 2017
T2  - Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
UR  - https://openaccess.thecvf.com/content_cvpr_2017/html/Patrini_Making_Deep_Neural_CVPR_2017_paper.html
N1  - Official CVF primary abstract and bibliographic metadata inspected through indexed web search on 2026-10-28; direct page access returned HTTP 403. No full proof or benchmark replication.
SP  - 1944
EP  - 1952
ER  - 

TY  - UNPB
ID  - dl3-b-label-noise-identifiability-4
TI  - Confident Learning: Estimating Uncertainty in Dataset Labels
AU  - Curtis G. Northcutt
AU  - Lu Jiang
AU  - Isaac L. Chuang
PY  - 2019
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1911.00068
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-label-noise-identifiability-5
TI  - Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
AU  - Bo Han
AU  - Quanming Yao
AU  - Xingrui Yu
AU  - Gang Niu
AU  - Miao Xu
AU  - Weihua Hu
AU  - Ivor W. Tsang
AU  - Masashi Sugiyama
PY  - 2018
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1804.06872
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-label-noise-identifiability-6
TI  - Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
AU  - Zhilu Zhang
AU  - Mert R. Sabuncu
PY  - 2018
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1805.07836
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  -