Sudipto Banerjee
4 papers · 2023–2025 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Keywords
functional data analysis
(2)
gaussian process
(2)
bayesian inference
(2)
dimension reduction
(1)
maximum likelihood
(1)
gaussian process regression
(1)
riemannian manifold
(1)
functional data
(1)
heat kernel
(1)
spatiotemporal dynamics
(1)
data sketching
(1)
covariance function
(1)
varying coefficient model
(1)
matern covariogram
(1)
maximum likelihood estimate
(1)
asymptotic inference
(1)
bayesian data sketching
(1)
posterior contraction rate
(1)
random linear transformation
(1)
hierarchical state-space model
(1)
Papers
Bayesian Data Sketching for Varying Coefficient Regression Models
JMLR 2025
Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data
JMLR 2025
Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models
JMLR 2025
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds
JMLR 2023