Shantanu Jain
4 papers · 2016–2023 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(7)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Keyword Champion
(2)
Conferences
AAAI (3)
NIPS (1)
Top co-authors
Keywords
class prior estimation
(2)
positive-unlabeled learning
(2)
binary classification
(1)
biased sampling
(1)
positive unlabeled learning
(1)
nonparametric estimation
(1)
roc curve
(1)
posterior estimation
(1)
noisy label classification
(1)
classifier calibration
(1)
class proportion estimation
(1)
biased datum
(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
NIPS 2016