Statistical and Algorithmic Insights for Semi-supervised Learning with Self-training

19 June 2020

Papers citing "Statistical and Algorithmic Insights for Semi-supervised Learning with Self-training"

5 / 5 papers shown

Title
Retraining with Predicted Hard Labels Provably Increases Model Accuracy Rudrajit Das Inderjit S Dhillon Alessandro Epasto Adel Javanmard Jieming Mao Vahab Mirrokni Sujay Sanghavi Peilin Zhong 58 1 0 17 Jun 2024
Why the pseudo label based semi-supervised learning algorithm is effective? Zeping Min Qian Ge Cheng Tai MLT 29 4 0 18 Nov 2022
How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis Shuai Zhang Ming Wang Sijia Liu Pin-Yu Chen Jinjun Xiong SSL MLT 41 23 0 21 Jan 2022
Generate, Annotate, and Learn: NLP with Synthetic Text Xuanli He Islam Nassar J. Kiros Gholamreza Haffari Mohammad Norouzi 39 51 0 11 Jun 2021
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 233 790 0 26 Aug 2019