Shantanu Jain
Shantanu Jain
Research Scientist, Khoury College of Computer Sciences, Northeastern University
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Estimating the class prior and posterior from noisy positives and unlabeled data
S Jain, M White, P Radivojac
Advances in Neural Information Processing Systems, 2693-2701, 2016
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
Recovering true classifier performance in positive-unlabeled learning
S Jain, M White, P Radivojac
Thirty-First AAAI Conference on Artificial Intelligence, 2066-2072, 2017
The loss and gain of functional amino acid residues is a common mechanism causing human inherited disease
J Lugo-Martinez, V Pejaver, KA Pagel, S Jain, M Mort, DN Cooper, ...
PLoS Computational Biology 12 (8), e1005091, 2016
Estimating classification accuracy in positive-unlabeled learning: characterization and correction strategies.
R Ramola, S Jain, P Radivojac
Pacific Symposium on Biocomputing, 124-135, 2019
Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting
D Zeiberg, S Jain, P Radivojac
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Introduction to pseudo-labelling: A semi-supervised learning technique
S Jain
URL= https://www. analyticsvidhya. com/blog/2017/09/pseudo-labellingsemi …, 2017
Class Prior Estimation with Biased Positives and Unlabeled Examples
S Jain, DJ Delano, H Sharma, P Radivojac
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Identifiability of two‐component skew normal mixtures with one known component
S Jain, M Levine, P Radivojac, MW Trosset
Scandinavian Journal of Statistics, 2019
New mixture models for decoy-free false discovery rate estimation in mass spectrometry proteomics
Y Peng, S Jain, YF Li, M Greguš, AR Ivanov, O Vitek, P Radivojac
Bioinformatics 36 (Supplement_2), i745-i753, 2020
New mixture models for decoy-free false discovery rate estimation in mass-spectrometry proteomics
∗ Yisu Peng, Shantanu Jain, Yong Fuga Li, Michal Greguš, Alexander R. Ivanov ...
European Conference on Computational Biology, 2020, 2020
Algorithms and Approaches for Positive-Unlabeled Learning
S Jain
Indiana University, 2018
Design of a study to examine contact mixing and acute respiratory infection in Ballabgarh, Haryana
S Kumar, R Amarchand, M Gosain, H Sharma, F Dawood, S Jain, ...
International Journal of Infectious Diseases 45, 282, 2016
An Update on rFVIIa Use in Females with Rare Bleeding Disorders 1119
M Chitlur, M Carcao, D Cooper, S Jain, K Kavakli, B Kerlin, S Peltier, ...
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Artículos 1–14