Dennis Prangle
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keyword Champion
Venues
Top co-authors
Research topics
Keywords
variational inference
(4)
bayesian inference
(1)
parameter estimation
(1)
gaussian process
(1)
time series
(1)
kullback-leibler divergence
(1)
posterior inference
(1)
parameter inference
(1)
latent force models
(1)
posterior approximation
(1)
nonlinear dynamics
(1)
state space model
(1)
recurrent neural network
(1)
normalizing flow
(1)
stochastic differential equation
(1)
black-box inference
(1)
kernel stein discrepancy
(1)
heavy tail
(1)
inverse autoregressive flow
(1)
neural network
(1)
Papers
Flexible Tails for Normalizing Flows
ICML 2025
Measure Transport with Kernel Stein Discrepancy
AISTATS 2021
The neural moving average model for scalable variational inference of state space models
UAI 2021
Black-Box Inference for Non-Linear Latent Force Models
AISTATS 2020
Black-Box Variational Inference for Stochastic Differential Equations
ICML 2018