Tim Reichelt
3 papers · 2022–2024 · 3 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
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
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
Expectation programming: Adapting probabilistic programming systems to estimate expectations efficiently
UAI 2022
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support
NeurIPS 2022