Classification with imperfect training labels

v1v2v3 (latest)

Classification with imperfect training labels

29 May 2018

ArXiv (abs)PDF HTML

Papers citing "Classification with imperfect training labels"

8 / 8 papers shown

Title
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity Jianyi Yang Shaolei Ren 88 3 0 02 Jul 2022
Analysing the Noise Model Error for Realistic Noisy Label Data Michael A. Hedderich D. Zhu Dietrich Klakow NoLa 76 19 0 24 Jan 2021
Binary classification with ambiguous training data Naoya Otani Yosuke Otsubo Tetsuya Koike Masashi Sugiyama CVBM 33 6 0 05 Nov 2020
Finite-sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime Niladri S. Chatterji Philip M. Long 95 109 0 25 Apr 2020
All-In-One Robust Estimator of the Gaussian Mean A. Dalalyan A. Minasyan 121 25 0 04 Feb 2020
Learning from Multiple Corrupted Sources, with Application to Learning from Label Proportions Clayton Scott Jianxin Zhang 39 7 0 10 Oct 2019
Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise Henry W. J. Reeve A. Kabán NoLa 54 27 0 11 Jun 2019
Domain Generalization by Marginal Transfer Learning Gilles Blanchard A. Deshmukh Ürün Dogan Gyemin Lee Clayton Scott OOD 104 286 0 21 Nov 2017