Botond Szabo
6 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
variational inference
(3)
variational baye
(3)
inducing variable
(2)
gaussian process
(2)
uncertainty quantification
(2)
bayesian inference
(2)
sparse regression
(1)
gaussian process regression
(1)
nonparametric estimation
(1)
spike and slab
(1)
variational gaussian process
(1)
minimax lower bound
(1)
convergence rate
(1)
linear inverse problem
(1)
propensity score
(1)
average treatment effect
(1)
posterior contraction
(1)
contraction rate
(1)
non-parametric method
(1)
test statistic
(1)
Papers
Optimal testing using combined test statistics across independent studies
NeurIPS 2023
Variational Gaussian processes for linear inverse problems
NeurIPS 2023
Contraction rates for sparse variational approximations in Gaussian process regression
JMLR 2022
Spike and slab variational Bayes for high dimensional logistic regression
NeurIPS 2020
An asymptotic analysis of distributed nonparametric methods
JMLR 2019
Debiased Bayesian inference for average treatment effects
NeurIPS 2019