Samuel Gershman

According to our database1, Samuel Gershman authored at least 44 papers between 2009 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
Other 

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Bibliography

2019
Editors' Introduction: Computational Approaches to Social Cognition.
topiCS, 2019

Estimating Scale-Invariant Future in Continuous Time.
Neural Computation, 2019

2018
Pavlovian Control of Escape and Avoidance.
J. Cognitive Neuroscience, 2018

Planning Complexity Registers as a Cost in Metacontrol.
J. Cognitive Neuroscience, 2018

Human-in-the-Loop Interpretability Prior.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Moral Dynamics: A Computational Model of Moral Judgment.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Learning to act by integrating mental simulations and physical experiments.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Evaluating Compositionality in Sentence Embeddings.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Explaining Human Decision Making in Optimal Stopping Tasks.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017
Predictive representations can link model-based reinforcement learning to model-free mechanisms.
PLoS Computational Biology, 2017

Dopamine, Inference, and Uncertainty.
Neural Computation, 2017

Imaginative Reinforcement Learning: Computational Principles and Neural Mechanisms.
J. Cognitive Neuroscience, 2017

Variational Particle Approximations.
J. Mach. Learn. Res., 2017

Amortized Hypothesis Generation.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Human Learning in Atari.
Proceedings of the 2017 AAAI Spring Symposia, 2017

2016
When Does Model-Based Control Pay Off?
PLoS Computational Biology, 2016

Probing the Compositionality of Intuitive Functions.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Coalescing the Vapors of Human Experience into a Viable and Meaningful Comprehension.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Nonparametric Spherical Topic Modeling with Word Embeddings.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Novelty and Inductive Generalization in Human Reinforcement Learning.
topiCS, 2015

A Unifying Probabilistic View of Associative Learning.
PLoS Computational Biology, 2015

Distance Dependent Infinite Latent Feature Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Assessing the Perceived Predictability of Functions.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Phrase similarity in humans and machines.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
Computation with Dopaminergic Modulation.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Behavioural Analysis, Bayesian.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Statistical Computations Underlying the Dynamics of Memory Updating.
PLoS Computational Biology, 2014

Decomposing spatiotemporal brain patterns into topographic latent sources.
NeuroImage, 2014

Dopamine Ramps Are a Consequence of Reward Prediction Errors.
Neural Computation, 2014

Time representation in reinforcement learning models of the basal ganglia.
Front. Comput. Neurosci., 2014

Design Principles of the Hippocampal Cognitive Map.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Information Selection in Noisy Environments with Large Action Spaces.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Amortized Inference in Probabilistic Reasoning.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
Neural and Psychological Maturation of Decision-making in Adolescence and Young Adulthood.
J. Cognitive Neuroscience, 2013

Structured cognitive representations and complex inference in neural systems.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Bayesian vector analysis and the perception of hierarchical motion.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
Multistability and Perceptual Inference.
Neural Computation, 2012

The Successor Representation and Temporal Context.
Neural Computation, 2012

Nonparametric variational inference.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
A topographic latent source model for fMRI data.
NeuroImage, 2011

Computational, Neuroscientific, and Lifespan Perspectives on the Exploration-Exploitation Dilemma.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010
The Neural Costs of Optimal Control.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009
A Bayesian Analysis of Dynamics in Free Recall.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Perceptual Multistability as Markov Chain Monte Carlo Inference.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009


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