Lucas Glass
6 papers · 2020–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(3)
Healthcare & Medicine
(3)
Optimization & Theory
(3)
Architectures
(2)
Clinical
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
drug-drug interaction
(2)
risk management
(1)
medical imaging
(1)
disease surveillance
(1)
low-rank approximation
(1)
time series
(1)
classification with rejection
(1)
tensor completion
(1)
risk bound
(1)
recurrent neural network
(1)
molecular graph
(1)
data imputation
(1)
residual network
(1)
black-box model
(1)
spatio-temporal data
(1)
chemical structure
(1)
message passing neural network
(1)
drug recommendation
(1)
graph encoder
(1)
interpretable prediction
(1)
Papers
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models
AAAI 2022
Change Matters: Medication Change Prediction with Recurrent Residual Networks
IJCAI 2021
Fusion: Towards Automated ICD Coding via Feature Compression
ACL 2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
IJCAI 2021
SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations
IJCAI 2021
CASTER: Predicting Drug Interactions with Chemical Substructure Representation
AAAI 2020