Debdeep Pati
11 papers
· 2015–2025
· 3 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
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Conference Polyglot
(3)
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Academic Marathon
(10)
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Cross-Pollinator
(15)
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Renaissance Researcher
(5)
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Century Club
(11)
π₯
Unstoppable
(6)
Conferences
AISTATS (5)
JMLR (5)
ICML (1)
Top co-authors
Research topics
Keywords
bayesian inference
(5)
variational inference
(5)
mean-field approximation
(2)
bayesian nonparametrics
(2)
markov chain monte carlo
(1)
posterior distribution
(1)
logistic regression
(1)
dirichlet process mixture
(1)
belief propagation
(1)
minimax optimality
(1)
latent dirichlet allocation
(1)
marginal likelihood
(1)
nonparametric regression
(1)
gaussian process
(1)
message passing
(1)
density estimation
(1)
posterior inference
(1)
statistical inference
(1)
dirichlet process
(1)
learning theory
(1)
Papers
A Hybrid Approximation to the Marginal Likelihood
AISTATS 2021
On Statistical Optimality of Variational Bayes
AISTATS 2018