Shantanu Jain
Shantanu Jain
Research Scientist, Khoury College of Computer Sciences, Northeastern University
Verified email at northeastern.edu
Title
Cited by
Cited by
Year
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
732016
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
402016
Recovering true classifier performance in positive-unlabeled learning
S Jain, M White, P Radivojac
Thirty-First AAAI Conference on Artificial Intelligence, 2066-2072, 2017
372017
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
122016
Estimating classification accuracy in positive-unlabeled learning: characterization and correction strategies.
R Ramola, S Jain, P Radivojac
Pacific Symposium on Biocomputing, 124-135, 2019
72019
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
22020
Identifiability of two‐component skew normal mixtures with one known component
S Jain, M Levine, P Radivojac, MW Trosset
Scandinavian Journal of Statistics, 2019
22019
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
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
2020
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
2020
Algorithms and Approaches for Positive-Unlabeled Learning
S Jain
Indiana University, 2018
2018
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Articles 1–11