Botond Szabo
6 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (2) π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
NIPS (4)
JMLR (2)
Top co-authors
Research topics
Keywords
variational baye
(3)
variational inference
(3)
inducing variable
(2)
uncertainty quantification
(2)
bayesian inference
(2)
gaussian process
(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)
nonparametric method
(1)
average treatment effect
(1)
posterior contraction
(1)
contraction rate
(1)
test statistic
(1)
Papers
Variational Gaussian processes for linear inverse problems
NIPS 2023
Optimal testing using combined test statistics across independent studies
NIPS 2023
Contraction rates for sparse variational approximations in Gaussian process regression
JMLR 2022
Spike and slab variational Bayes for high dimensional logistic regression
NIPS 2020
Debiased Bayesian inference for average treatment effects
NIPS 2019
An asymptotic analysis of distributed nonparametric methods
JMLR 2019