Vincent ADAM
5 papers · 2019–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15)
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Conferences
AISTATS (4)
NIPS (1)
Top co-authors
Keywords
variational inference
(5)
gaussian process
(4)
hyperparameter learning
(1)
automatic differentiation
(1)
natural gradient
(1)
time series
(1)
diffusion process
(1)
kalman filter
(1)
expectation propagation
(1)
sparse approximation
(1)
exponential family
(1)
precision matrix
(1)
natural gradient descent
(1)
approximate bayesian inference
(1)
gaussian markov random field
(1)
state-space model
(1)
stochastic differential equation
(1)
inducing point
(1)
banded matrix
(1)
linear state-space model
(1)
Papers
Variational Gaussian Process Diffusion Processes
AISTATS 2024
Dual Parameterization of Sparse Variational Gaussian Processes
NIPS 2021
Sparse Algorithms for Markovian Gaussian Processes
AISTATS 2021
Doubly Sparse Variational Gaussian Processes
AISTATS 2020
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era
AISTATS 2019