Donmez, Pinar

5 publications

ECCV 2020 NoiseRank: Unsupervised Label Noise Reduction with Dependence Models Karishma Sharma, Pinar Donmez, Enming Luo, Yan Liu, I. Zeki Yalniz

JMLR 2011 Unsupervised Supervised Learning II: Margin-Based Classification Without Labels Krishnakumar Balasubramanian, Pinar Donmez, Guy Lebanon

AISTATS 2011 Unsupervised Supervised Learning II: Margin-Based Classification Without Labels Krishnakumar Balasubramanian, Pinar Donmez, Guy Lebanon

JMLR 2010 Unsupervised Supervised Learning I: Estimating Classification and Regression Errors Without Labels Pinar Donmez, Guy Lebanon, Krishnakumar Balasubramanian

ICML 2008 Optimizing Estimated Loss Reduction for Active Sampling in Rank Learning Pinar Donmez, Jaime G. Carbonell