Martin Jankowiak
13 papers
· 2018–2024
· 5 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Academic Marathon
(6)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(21)
π£
Hot Topic Early Bird
π
Conference Polyglot
(5)
π¬
Deep Specialist
(10)
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Century Club
(13)
ποΈ
Keyword Collector
(62)
π₯
Unstoppable
(7)
Conferences
AISTATS (4)
ICML (4)
NIPS (2)
UAI (2)
JMLR (1)
Top co-authors
Keywords
variational inference
(10)
bayesian inference
(3)
gaussian process
(3)
probabilistic programming
(3)
markov chain monte carlo
(2)
bayesian optimization
(2)
predictive distribution
(2)
expected information gain
(2)
feature selection
(1)
maximum likelihood
(1)
logistic regression
(1)
variable selection
(1)
importance sampling
(1)
gaussian process regression
(1)
deep learning
(1)
approximate bayesian inference
(1)
variance reduction
(1)
optimal transport
(1)
variable elimination
(1)
optimal experimental design
(1)
Papers
Reparameterized Variational Rejection Sampling
AISTATS 2024
Bayesian Variable Selection in a Million Dimensions
AISTATS 2023
Deep Sigma Point Processes
UAI 2020
Parametric Gaussian Process Regressors
ICML 2020
Pathwise Derivatives for Multivariate Distributions
AISTATS 2019