Varun Ganapathi
3 papers · 2006–2022 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π Conference Polyglot Β· Bronze
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Topic Pioneer
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Keyword Pioneer
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Trend Setter
β
The Questioner
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Conference Pioneer
Venues
Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Clinical
(1)
Core AI
(1)
Learning Types
(1)
Optimization & Theory Β· Machine Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
attention mechanism
(2)
clinical note
(2)
medical code prediction
(2)
knowledge distillation
(1)
multi-label classification
(1)
l1 regularization
(1)
graphical model
(1)
convolutional neural network
(1)
long short-term memory
(1)
log-linear model
(1)
markov network
(1)
transformer-based model
(1)
attention score
(1)
medical codes prediction
(1)
explainable read attend and code
(1)
approximate inference
(1)
11 regularization
(1)
convex optimization
(1)
structure learning
(1)
Papers
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
EMNLP 2022
Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines
MLHC 2021
Efficient Structure Learning of Markov Networks using L_1-Regularization
NeurIPS 2006