Michael Deistler
8 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
NIPS (3)
ICLR (2)
Top co-authors
Keywords
simulation-based inference
(4)
posterior distribution
(2)
bayesian inference
(2)
fisher information
(1)
amortized inference
(1)
cost function
(1)
sequential inference
(1)
inference network
(1)
surrogate likelihood
(1)
neural posterior estimation
(1)
neural likelihood estimation
(1)
generalized bayesian inference
(1)
amortized bayesian inference
(1)
adversarial robustness
(1)
scientific simulation
(1)
variational inference
(1)
feature selection
(1)
Papers
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations
ICML 2024
All-in-one simulation-based inference
ICML 2024
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
NIPS 2023
Adversarial robustness of amortized Bayesian inference
ICML 2023
Variational methods for simulation-based inference
ICLR 2022
Truncated proposals for scalable and hassle-free simulation-based inference
NIPS 2022
Group equivariant neural posterior estimation
ICLR 2022
Efficient identification of informative features in simulation-based inference
NIPS 2022