Marvin Schmitt
4 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(13)
🌉
Interdisciplinary Bridge
Conferences
AISTATS (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
simulation-based inference
(2)
markov chain monte carlo
(1)
posterior estimation
(1)
bayesian model comparison
(1)
posterior approximation
(1)
probabilistic framework
(1)
amortized inference
(1)
generative model
(1)
consistency model
(1)
posterior model probability
(1)
likelihood approximation
(1)
surrogate modeling
(1)
probability flow
(1)
bayesian inference
(1)
neural approximation
(1)
Papers
Consistency Models for Scalable and Fast Simulation-Based Inference
NIPS 2024
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference
ICML 2024
Meta-Uncertainty in Bayesian Model Comparison
AISTATS 2023
Jana: Jointly amortized neural approximation of complex Bayesian models
UAI 2023