Shantanu Jain

Estimating the class prior and posterior from noisy positives and unlabeled data

Shantanu Jain, Martha White, Predrag Radivojac · arXiv (Cornell University) · 2016 · 72 citations · Full text

Engineering, Machine Learning, Bayesian Inference +18

Recovering True Classifier Performance in Positive-Unlabeled Learning

Shantanu Jain, Martha White, Predrag Radivojac · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 45 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting

Daniel Zeiberg, Shantanu Jain, Predrag Radivojac · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 30 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +23

Estimating the class prior and posterior from noisy positives and unlabeled data

Shantanu Jain, Martha White, Predrag Radivojac · Neural Information Processing Systems · 2016 · 24 citations

Engineering, Machine Learning, Bayesian Inference +18

The Loss and Gain of Functional Amino Acid Residues Is a Common Mechanism Causing Human Inherited Disease

Jose Lugo-Martinez, Vikas Pejaver, Kymberleigh A. Pagel et al. · PLoS Computational Biology · 2016 · 20 citations · Full text

Genetics, Precise Molecular Events, Genetic Epidemiology +17