Barbara E. Engelhardt
4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
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Conference Polyglot
(3)
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Academic Marathon
(6)
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Cross-Pollinator
(13)
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Trend Setter
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Conference Pioneer
Conferences
UAI (2)
JMLR (1)
MLHC (1)
Top co-authors
Keywords
time series analysis
(1)
bayesian inference
(1)
medical imaging
(1)
gaussian process
(1)
gene expression
(1)
functional data analysis
(1)
resource allocation
(1)
convolutional neural network
(1)
information gain
(1)
recurrent neural network
(1)
seasonal pattern
(1)
posterior uncertainty
(1)
covariance function
(1)
probabilistic canonical correlation analysis
(1)
multimodal modeling
(1)
bayesian online changepoint detection
(1)
multi-fidelity learning
(1)
outbreak detection
(1)
cost-sensitive decision
(1)
multi-group modeling
(1)
Papers
Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data
JMLR 2025
Active multi-fidelity Bayesian online changepoint detection
UAI 2021
Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis
MLHC 2019
End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations
UAI 2019