Följ
Shantanu Jain
Shantanu Jain
Research Scientist, Khoury College of Computer Sciences, Northeastern University
Verifierad e-postadress på northeastern.edu
Titel
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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
1312016
Recovering true classifier performance in positive-unlabeled learning
S Jain, M White, P Radivojac
Thirty-First AAAI Conference on Artificial Intelligence, 2066-2072, 2017
782017
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
632016
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
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
232020
Estimating classification accuracy in positive-unlabeled learning: characterization and correction strategies.
R Ramola, S Jain, P Radivojac
Pacific Symposium on Biocomputing, 124-135, 2019
182019
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
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
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
12024
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
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
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
2023
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
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
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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Artiklar 1–20