Shantanu Jain
4 papers · 2016–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
Venues
Top co-authors
Research topics
Keywords
positive-unlabeled learning
(3)
class prior estimation
(2)
binary classification
(1)
biased sampling
(1)
nonparametric estimation
(1)
roc curve
(1)
posterior estimation
(1)
noisy label classification
(1)
classifier calibration
(1)
class proportion estimation
(1)
biased data
(1)
sampling bia
(1)
neural network
(1)
group-aware classification
(1)
biased positive
(1)
unsupervised learning
(1)
group-aware classifier
(1)
semi-supervised learning
(1)
Papers
Leveraging Structure for Improved Classification of Grouped Biased Data
AAAI 2023
Class Prior Estimation with Biased Positives and Unlabeled Examples
AAAI 2020
Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting
AAAI 2020
Estimating the class prior and posterior from noisy positives and unlabeled data
NeurIPS 2016