Lorenzo Perini
4 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
Research topics
Keywords
anomaly detection
(3)
contamination factor
(2)
unsupervised learning
(2)
domain adaptation
(1)
bayesian inference
(1)
posterior distribution
(1)
distribution matching
(1)
class prior estimation
(1)
mixture model
(1)
rejection threshold
(1)
decision boundary
(1)
unsupervised anomaly detection
(1)
domain transfer
(1)
anomaly score
(1)
positive and unlabeled learning
(1)
threshold selection
(1)
distribution shape
(1)
learning to reject
(1)
confidence metric
(1)
stability metric
(1)
Papers
Estimating the Contamination Factor’s Distribution in Unsupervised Anomaly Detection
ICML 2023
Unsupervised Anomaly Detection with Rejection
NeurIPS 2023
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity
AAAI 2022
Class Prior Estimation in Active Positive and Unlabeled Learning
IJCAI 2020