Eli Sennesh
4 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
variational inference
(3)
bayesian inference
(1)
importance sampling
(1)
gibbs sampling
(1)
probabilistic programming
(1)
predictive coding
(1)
gibbs sampler
(1)
amortized inference
(1)
probabilistic model
(1)
probabilistic graphical model
(1)
deep generative model
(1)
latent embedding
(1)
fmri data
(1)
structured inference
(1)
structured generative model
(1)
importance sampler
(1)
inference combinator
(1)
amortized gibbs sampling
(1)
neural sufficient statistics
(1)
neural factor analysis
(1)
Papers
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
NeurIPS 2024
Learning proposals for probabilistic programs with inference combinators
UAI 2021
Amortized Population Gibbs Samplers with Neural Sufficient Statistics
ICML 2020
Neural Topographic Factor Analysis for fMRI Data
NeurIPS 2020