William Wilkinson
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
gaussian process
(4)
expectation propagation
(3)
variational inference
(3)
natural gradient
(1)
time series
(1)
kalman filter
(1)
sparse approximation
(1)
approximate bayesian inference
(1)
spatio-temporal filtering
(1)
state space model
(1)
state-space model
(1)
kalman smoothing
(1)
nonnegative matrix factorisation
(1)
spectral mixture model
(1)
bayesian inference
(1)
audio signal processing
(1)
Papers
Spatio-Temporal Variational Gaussian Processes
NIPS 2021
Sparse Algorithms for Markovian Gaussian Processes
AISTATS 2021
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes
ICML 2020
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
ICML 2019