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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
1152016
Recovering true classifier performance in positive-unlabeled learning
S Jain, M White, P Radivojac
Thirty-First AAAI Conference on Artificial Intelligence, 2066-2072, 2017
642017
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
552016
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
192020
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
192016
Estimating classification accuracy in positive-unlabeled learning: characterization and correction strategies.
R Ramola, S Jain, P Radivojac
Pacific Symposium on Biocomputing, 124-135, 2019
142019
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
72020
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
52020
Identifiability of two‐component skew normal mixtures with one known component
S Jain, M Levine, P Radivojac, MW Trosset
Scandinavian Journal of Statistics, 2019
32019
February 2017
S Jain, M White, P Radivojac
Recovering true classifier performance in positive-unlabeled learning In …, 2017
22017
Multi-objective prioritization of genes for high-throughput functional assays towards improved clinical variant classification
Y Chen, S Jain, D Zeiberg, LM Iakoucheva, SD Mooney, P Radivojac, ...
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2022
12022
Algorithms and Approaches for Positive-Unlabeled Learning
S Jain
Indiana University, 2018
12018
Leveraging Structure for Improved Classification of Grouped Biased Data
D Zeiberg, S Jain, P Radivojac
arXiv preprint arXiv:2212.03697, 2022
2022
Abstract LB152: The Critical Assessment of Genome Interpretation: A community experiment that informs use of methods for germline cancer variant impact prediction
C Bakolitsa, S Jain, G Andreoletti, RA Hoskins, P Radivojac, J Moult, ...
Cancer Research 82 (12_Supplement), LB152-LB152, 2022
2022
CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods
Genome Interpretation Consortium
arXiv e-prints, arXiv: 2205.05897, 2022
2022
An Approach to Identifying and Quantifying Bias in Biomedical Data
MC De Paolis Kaluza, S Jain, P Radivojac
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2022
2022
Using Association Rules to Understand the Risk of Adverse Pregnancy Outcomes in a Diverse Population
H Chu, R Ramola, S Jain, DM Haas, S Natarajan, P Radivojac
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2022
2022
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