Kwang Joon Kim
4 papers · 2018–2020 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Grand Slam
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Keyword Pioneer
β
The Questioner
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Clinical
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Methods
(1)
Models
(1)
Keywords
attention mechanism
(2)
electronic health record
(2)
uncertainty quantification
(1)
gaussian process
(1)
time series
(1)
missing data imputation
(1)
deep neural network
(1)
personalized medicine
(1)
uncertainty calibration
(1)
sample-efficient learning
(1)
risk prediction
(1)
human annotation
(1)
personalized prediction
(1)
neural network
(1)
healthcare prediction
(1)
neural attention process
(1)
cost-effective reranking
(1)
sparsity normalization
(1)
zero imputation
(1)
interactive learning
(1)
Papers
Cost-Effective Interactive Attention Learning with Neural Attention Processes
ICML 2020
Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare
AAAI 2020
Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks
ICLR 2020
Uncertainty-Aware Attention for Reliable Interpretation and Prediction
NeurIPS 2018