3 citations · 4 across the 2 of their papers we have counts for
2 papers
stat.ML2019★ 3 cited
Structured Variational Inference in Continuous Cox Process Models
Virginia Aglietti, Edwin V. Bonilla, Theodoros Damoulas +1
We propose a scalable framework for inference in an inhomogeneous Poisson process modeled by a continuous sigmoidal Cox process that assumes the corresponding intensity function is…
cs.LG2017★ 1 cited
Semi-parametric Network Structure Discovery Models
Amir Dezfouli, Edwin V. Bonilla, Richard Nock
We propose a network structure discovery model for continuous observations that generalizes linear causal models by incorporating a Gaussian process (GP) prior on a network-indepen…