Eric Maris
5 papers · 2017–2019 · 2 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (4) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
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Taxonomy Completionist
(11)
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Trend Setter
Conferences
AISTATS (3)
NIPS (2)
Top co-authors
Keywords
variational inference
(2)
gaussian process regression
(2)
bayesian inference
(2)
causal inference
(2)
signal processing
(1)
gaussian process
(1)
fourier transform
(1)
spectral analysis
(1)
spike train analysis
(1)
variational autoencoder
(1)
implicit distribution
(1)
amortized variational inference
(1)
forward kl divergence
(1)
variational marginalization
(1)
chaotic forecasting
(1)
kernel methods
(1)
sinkhorn iteration
(1)
effective connectivity
(1)
neuronal connectivity
(1)
wasserstein distance
(1)
Papers
Forward Amortized Inference for Likelihood-Free Variational Marginalization
AISTATS 2019
SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity
AISTATS 2019
Wasserstein Variational Inference
NIPS 2018
Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis
AISTATS 2018
GP CaKe: Effective brain connectivity with causal kernels
NIPS 2017