Mitigating Sampling Bias and Improving Robustness in Active Learning

13 September 2021

Papers citing "Mitigating Sampling Bias and Improving Robustness in Active Learning"

6 / 6 papers shown

Title
Dependency-aware Maximum Likelihood Estimation for Active Learning Beyza Kalkanli Tales Imbiriba Stratis Ioannidis Deniz Erdogmus Jennifer Dy 61 0 0 07 Mar 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li Tianze Zhang 142 0 0 01 Feb 2025
Overcoming Overconfidence for Active Learning Yujin Hwang Won Jo Juyoung Hong Yukyung Choi 59 1 0 21 Aug 2023
D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias Sabit Hassan Malihe Alikhani AI4CE 63 10 0 26 May 2023
Active Learning with Combinatorial Coverage Sai Prathyush Katragadda Tyler Cody Peter A. Beling Laura J. Freeman 53 6 0 28 Feb 2023
Multi-Domain Active Learning: Literature Review and Comparative Study Ruidan He Shengcai Liu Shan He Ke Tang OOD 85 14 0 25 Jun 2021