Samantha Kleinberg
6 papers · 2013–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
causal inference
(1)
semi-supervised learning
(1)
hierarchical classification
(1)
causal discovery
(1)
graph learning
(1)
attention mechanism
(1)
time series
(1)
mutual information
(1)
time series forecasting
(1)
machine learning
(1)
audio classification
(1)
domain knowledge
(1)
latent variable
(1)
electronic health record
(1)
hierarchical feature
(1)
feature ranking
(1)
mortality prediction
(1)
type 1 diabetes
(1)
healthcare prediction
(1)
icd code
(1)
Papers
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
IJCAI 2021
Hierarchical Information Criterion for Variable Abstraction
MLHC 2021
Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-living and Patient Generated Data
MLHC 2020
Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments
MLHC 2019
Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series
MLHC 2019
Causal Inference with Rare Events in Large-Scale Time-Series Data
IJCAI 2013