Komminist Weldemariam
3 papers · 2020–2020 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Keywords
unsupervised learning
(1)
anomaly detection
(1)
causal effect estimation
(1)
interpretable machine learning
(1)
reconstruction error
(1)
causal analysis
(1)
subset scanning
(1)
healthcare analytics
(1)
adversarial attack detection
(1)
pattern discovery
(1)
event data
(1)
contraceptive discontinuation
(1)
blackbox model inspection
(1)
neonatal mortality prediction
(1)
feature importance analysis
(1)
Papers
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation
IJCAI 2020
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error
IJCAI 2020
Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health
IJCAI 2020