Predrag Radivojac
6 papers · 2016–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(12)
❓
The Questioner
Conferences
AAAI (3)
IJCAI (1)
NIPS (1)
PGM (1)
Top co-authors
Keywords
positive-unlabeled learning
(2)
class prior estimation
(2)
binary classification
(1)
biased sampling
(1)
positive unlabeled learning
(1)
nonparametric estimation
(1)
roc curve
(1)
posterior estimation
(1)
noisy label classification
(1)
probabilistic model
(1)
interpretable model
(1)
context-specific independence
(1)
classifier calibration
(1)
sum-product network
(1)
class proportion estimation
(1)
biased datum
(1)
sampling bia
(1)
explainable model
(1)
neural network
(1)
group-aware classification
(1)
Papers
Leveraging Structure for Improved Classification of Grouped Biased Data
AAAI 2023
Explaining Deep Tractable Probabilistic Models: The sum-product network case
PGM 2022
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
On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach
IJCAI 2018
Estimating the class prior and posterior from noisy positives and unlabeled data
NIPS 2016