Edward Dougherty
4 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
acquisition function
(3)
expected loss reduction
(2)
gaussian process
(1)
bayesian active learning
(1)
gaussian process classification
(1)
label efficiency
(1)
regret bound
(1)
surrogate model
(1)
query synthesis
(1)
bayesian classifier
(1)
mean objective cost of uncertainty
(1)
pool-based active learning
(1)
bayesian classification
(1)
error reduction
(1)
multi-fidelity bayesian optimization
(1)
soft mofu
(1)
active learning
(1)
input-dependent fidelity
(1)
uncertainty quantification
(1)
Papers
Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity
UAI 2024
Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty
AISTATS 2021
Efficient Active Learning for Gaussian Process Classification by Error Reduction
NeurIPS 2021
Uncertainty-aware Active Learning for Optimal Bayesian Classifier
ICLR 2021