Supriya Nagesh
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Keywords
transformer architecture
(1)
attention mechanism
(1)
multimodal learning
(1)
exponential family
(1)
hidden markov model
(1)
state space model
(1)
missing data imputation
(1)
spatio-temporal analysis
(1)
wearable sensor
(1)
physiological signal
(1)
electronic health record
(1)
sparse attention
(1)
missing data
(1)
gaussian mixture
(1)
continuous attention
(1)
mobile health
(1)
fact checking
(1)
longitudinal modeling
(1)
kernel methods
(1)
biomedical knowledge graph
(1)
Papers
DOSSIER: Fact Checking in Electronic Health Records while Preserving Patient Privacy
MLHC 2024
Kernel Multimodal Continuous Attention
NeurIPS 2022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
NeurIPS 2022
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM
MLHC 2019