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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
1342016
Recovering true classifier performance in positive-unlabeled learning
S Jain, M White, P Radivojac
Thirty-First AAAI Conference on Artificial Intelligence, 2066-2072, 2017
812017
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
652016
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
252020
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
252016
Estimating classification accuracy in positive-unlabeled learning: characterization and correction strategies.
R Ramola, S Jain, P Radivojac
Pacific Symposium on Biocomputing, 124-135, 2019
192019
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
152020
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
102020
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
42022
CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods
N Null, S Jain, C Bakolitsa, SE Brenner, P Radivojac, J Moult, S Repo, ...
Genome Biology 25 (1), 1-46, 2024
32024
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
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
22022
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
22022
February 2017
S Jain, M White, P Radivojac
Recovering true classifier performance in positive-unlabeled learning In …, 2017
22017
Leveraging structure for improved classification of grouped biased data
D Zeiberg, S Jain, P Radivojac
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 11113 …, 2023
12023
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
Evaluation of enzyme activity predictions for variants of unknown significance in Arylsulfatase A
S Jain, M Trinidad, TB Nguyen, K Jones, S Diaz Neto, F Ge, A Glagovsky, ...
bioRxiv, 2024.05. 16.594558, 2024
2024
Critical assessment of genome interpretation consortium. CAGI, the critical assessment of genome interpretation, establishes progress and pprospects for computational genetic …
S Jain, C Bakolitsa, EB Steven, P Radivojac, J Moult, S Repo, AH Roger, ...
Genome Biology 22 (22; 25 (1): 53.), 1-46, 2024
2024
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), 2022
2022
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