Bianca Dumitrascu
4 papers · 2018–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(6)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
medical imaging
(1)
regret minimization
(1)
posterior distribution
(1)
gene expression
(1)
machine learning
(1)
latent force models
(1)
bayesian optimization
(1)
thompson sampling
(1)
posterior approximation
(1)
contextual bandit
(1)
convolutional neural network
(1)
medical time series
(1)
equivariant learning
(1)
symbolic regression
(1)
multi-output gaussian process
(1)
prediction accuracy
(1)
dimensional analysis
(1)
equivariant machine learning
(1)
dimensional scaling
(1)
probabilistic canonical correlation analysis
(1)
Papers
Dimensionless machine learning: Imposing exact units equivariance
JMLR 2023
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes
AISTATS 2020
End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations
UAI 2019
PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits
NeurIPS 2018