Kolyan Ray
5 papers · 2019–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
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
NeurIPS 2023
Semiparametric Inference Using Fractional Posteriors
JMLR 2023
On the inability of Gaussian process regression to optimally learn compositional functions
NeurIPS 2022
Spike and slab variational Bayes for high dimensional logistic regression
NeurIPS 2020
Debiased Bayesian inference for average treatment effects
NeurIPS 2019