Eli Sennesh
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICML (1)
UAI (1)
Top co-authors
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 datum
(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
NIPS 2024
Learning proposals for probabilistic programs with inference combinators
UAI 2021
Neural Topographic Factor Analysis for fMRI Data
NIPS 2020
Amortized Population Gibbs Samplers with Neural Sufficient Statistics
ICML 2020