Srikantan S. Nagarajan
5 papers · 2006–2021 · 1 venue · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Keyword Trendsetter Combo (6)
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Keyword Pioneer
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Keyword Champion
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Bayesian & Probabilistic Β· Artificial Intelligence
(5)
Core Methods
(5)
Bayesian & Probabilistic Β· Machine Learning
(3)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Types
(2)
Research
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Domain-Specific
(1)
Optimization
(1)
Keywords
dipole estimation
(2)
sparse bayesian learning
(2)
dipole localization
(2)
bayesian inference
(2)
feature selection
(2)
source localization
(2)
probabilistic algorithms
(1)
laplace approximation
(1)
noise suppression
(1)
hierarchical bayesian
(1)
sparse estimation
(1)
meg eeg imaging
(1)
meg eeg
(1)
map estimation
(1)
brain imaging
(1)
automatic relevance determination
(1)
l1 regularization
(1)
empirical bayesian
(1)
magnetoencephalography
(1)
convex optimization
(1)
Papers
Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging
NeurIPS 2021
Sparse Estimation Using General Likelihoods and Non-Factorial Priors
NeurIPS 2009
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG
NeurIPS 2008
A New View of Automatic Relevance Determination
NeurIPS 2007
A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data
NeurIPS 2006