Tim Reichelt
3 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(9)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
AISTATS (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
probabilistic programming
(3)
bayesian inference
(2)
variational inference
(2)
posterior inference
(1)
stochastic process
(1)
probabilistic program
(1)
path weighting
(1)
stochastic support
(1)
expectation estimation
(1)
target-aware inference
(1)
variational family
(1)
inference performance
(1)
posterior distribution
(1)
bayesian model averaging
(1)
Papers
Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support
AISTATS 2024
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support
NIPS 2022
Expectation programming: Adapting probabilistic programming systems to estimate expectations efficiently
UAI 2022