Francis Alexander
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 · Silver
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(2)
Learning Types
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Research
(1)
Resources & Methods
(1)
Keywords
acquisition function
(2)
uncertainty quantification
(1)
knowledge extraction
(1)
information extraction
(1)
gaussian process
(1)
gene regulation
(1)
gaussian process classification
(1)
regret bound
(1)
surrogate model
(1)
biomedical text
(1)
query synthesis
(1)
expected loss reduction
(1)
pool-based active learning
(1)
bayesian classification
(1)
biomedical text mining
(1)
protein interaction
(1)
pathway knowledge
(1)
biological relation recognition
(1)
error reduction
(1)
biomedical information extraction
(1)
Papers
Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity
UAI 2024
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges
ACL 2023
Efficient Active Learning for Gaussian Process Classification by Error Reduction
NeurIPS 2021
Uncertainty-aware Active Learning for Optimal Bayesian Classifier
ICLR 2021