Barbara E. Engelhardt
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Clinical
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types
(1)
Models
(1)
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
End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations
UAI 2019
Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis
MLHC 2019