Rajarshi Guhaniyogi
5 papers · 2016–2025 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Bayesian & Probabilistic · Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Mathematics
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Probability
(1)
Keywords
bayesian inference
(4)
markov chain monte carlo
(3)
gaussian process
(2)
varying coefficient model
(2)
functional data
(2)
functional data analysis
(1)
high-dimensional regression
(1)
bayesian regression
(1)
posterior consistency
(1)
manifold regression
(1)
model averaging
(1)
gaussian process prior
(1)
data sketching
(1)
tensor regression
(1)
bayesian data sketching
(1)
posterior contraction rate
(1)
random linear transformation
(1)
random compression
(1)
gaussian scale mixture prior
(1)
linear sketching
(1)
Papers
Bayesian Data Sketching for Varying Coefficient Regression Models
JMLR 2025
Sketching in High-Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors
JMLR 2025
Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior
JMLR 2022
Bayesian Tensor Regression
JMLR 2017
Compressed Gaussian Process for Manifold Regression
JMLR 2016