Samuel Gershman
5 papers · 2009–2022 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (18)
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(4)
Bayesian & Probabilistic Β· Machine Learning
(4)
Interdisciplinary
(3)
Cognitive Science
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Core AI
(1)
Optimization
(1)
Probability
(1)
Science
(1)
Keywords
cognitive modeling
(2)
bayesian inference
(2)
variational inference
(1)
scene understanding
(1)
population coding
(1)
markov chain monte carlo
(1)
posterior distribution
(1)
gaussian process
(1)
importance sampling
(1)
optimal control
(1)
particle filter
(1)
reward modulation
(1)
perceptual multistability
(1)
perceptual inference
(1)
memory modeling
(1)
free recall
(1)
human memory
(1)
variational framework
(1)
sensory receptive fields
(1)
expected utility
(1)
Papers
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
ICLR 2022
Language-Mediated, Object-Centric Representation Learning
ACL 2021
The Neural Costs of Optimal Control
NeurIPS 2010
A Bayesian Analysis of Dynamics in Free Recall
NeurIPS 2009
Perceptual Multistability as Markov Chain Monte Carlo Inference
NeurIPS 2009