On Symmetric Losses for Learning from Corrupted Labels

On Symmetric Losses for Learning from Corrupted Labels

27 January 2019

Nontawat Charoenphakdee

Masashi Sugiyama

Papers citing "On Symmetric Losses for Learning from Corrupted Labels"

17 / 17 papers shown

Title
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 93 2,499 0 19 Apr 2019
On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data Nan Lu Gang Niu A. Menon Masashi Sugiyama MQ 73 87 0 31 Aug 2018
Classification from Pairwise Similarity and Unlabeled Data Han Bao Gang Niu Masashi Sugiyama 211 88 0 12 Feb 2018
Robust Loss Functions under Label Noise for Deep Neural Networks Aritra Ghosh Himanshu Kumar P. Sastry NoLa OOD 67 957 0 27 Dec 2017
Binary Classification from Positive-Confidence Data Takashi Ishida Gang Niu Masashi Sugiyama 55 57 0 19 Oct 2017
Learning from Complementary Labels Takashi Ishida Gang Niu Weihua Hu Masashi Sugiyama 53 168 0 22 May 2017
Semi-Supervised AUC Optimization based on Positive-Unlabeled Learning Tomoya Sakai Gang Niu Masashi Sugiyama 48 60 0 04 May 2017
Positive-Unlabeled Learning with Non-Negative Risk Estimator Ryuichi Kiryo Gang Niu M. C. D. Plessis Masashi Sugiyama 69 476 0 02 Mar 2017
Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning Gang Niu M. C. D. Plessis Tomoya Sakai Yao Ma Masashi Sugiyama 69 127 0 10 Mar 2016
An Average Classification Algorithm Brendan van Rooyen A. Menon Robert C. Williamson 38 11 0 04 Jun 2015
Learning with Symmetric Label Noise: The Importance of Being Unhinged Brendan van Rooyen A. Menon Robert C. Williamson NoLa 164 311 0 28 May 2015
Making Risk Minimization Tolerant to Label Noise Aritra Ghosh Naresh Manwani P. Sastry NoLa 143 214 0 14 Mar 2014
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising Gilles Blanchard Marek Flaska G. Handy Sara Pozzi Clayton Scott NoLa 89 244 0 05 Mar 2013
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi Zhou 117 124 0 03 Aug 2012
Noise Tolerance under Risk Minimization Naresh Manwani S. M. I. P. S. Sastry NoLa 177 276 0 24 Sep 2011
Agnostic Learning of Monomials by Halfspaces is Hard Vitaly Feldman V. Guruswami P. Raghavendra Yi Wu 94 157 0 03 Dec 2010
Composite Binary Losses Mark D. Reid Robert C. Williamson 157 224 0 17 Dec 2009