Kolyan Ray
5 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(13)
Conferences
NIPS (4)
JMLR (1)
Top co-authors
Keywords
gaussian process
(4)
bayesian inference
(3)
uncertainty quantification
(3)
variational inference
(2)
bayesian regression
(1)
spike and slab
(1)
gaussian process prior
(1)
minimax rate
(1)
propensity score
(1)
information-theoretic lower bound
(1)
brownian motion
(1)
average treatment effect
(1)
variational baye
(1)
bernstein-von mises theorem
(1)
posterior contraction
(1)
semiparametric inference
(1)
credible set
(1)
fractional posterior
(1)
contraction rate
(1)
causal inference
(1)
Papers
Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior
NIPS 2023
Semiparametric Inference Using Fractional Posteriors
JMLR 2023
On the inability of Gaussian process regression to optimally learn compositional functions
NIPS 2022
Spike and slab variational Bayes for high dimensional logistic regression
NIPS 2020
Debiased Bayesian inference for average treatment effects
NIPS 2019