Pablo León-Villagrá

Osnabrück University — Germany

Physics and Astronomy · Physical Sciences

6h-index446citations38works1.52yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Statistical Mechanics and Entropy(5), Topic Modeling(4), Neural dynamics and brain function(4), Child and Animal Learning Development(4), Bayesian Modeling and Causal Inference(4)

Publications38 total

Learning Children’s Conceptual Spaces using Deep Metric Learning.
2025Open Access
Biased Mind or Biased World? Assessing How Cultural Beliefs Underlie Social Sampling
2025Open Access
Random Generation is What Comes to Mind
2025Open Access
Resource-rational belief revision can mitigate as well as amplify polarization
2025Open Access
Noise in Cognition: Bug or Feature?
Perspectives on Psychological Science·2025· 10 citedOpen Access
People Need a Few Seconds to Be Random
2025Open Access
An introduction to rational constructivism in cognitive development
2025Open Access
Categorization and Abstract Similarity in Chess
TUbilio (Technical University of Darmstadt)·2025· 2 citedOpen Access
Biased Mind or Biased World? Assessing How Cultural Beliefs Underlie Social Sampling
2024Open Access
Eliciting Beliefs with Random Generation Tasks
2024Open Access
Understanding the Structure of Cognitive Noise
OSF Preprints (OSF Preprints)·2024Open Access
How Red Is a Ladybeetle? Examining People’s Notions of Biological Variability
2024Open Access
Explaining the flaws in human random generation as local sampling with momentum
PLoS Computational Biology·2024· 10 citedOpen Access
Computational Models of Belief Polarization
Open MIND·2024
Belief Polarization Pilot Study
Open MIND·2024
Large Language Models are biased to overestimate profoundness
arXiv (Cornell University)·2023Open Access
An Introduction to Psychologically Plausible Sampling Schemes for Approximating Bayesian Inference
Cambridge University Press eBooks·2023· 2 cited
Approximating Bayesian Inference through Internal Sampling
Cambridge University Press eBooks·2023
Charting children’s fruit categories with Markov-Chain Monte Carlo with People
2023Open Access
Explaining the Flaws in Human Random Generation as Local Sampling with Momentum
2023· 3 citedOpen Access
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Frequent Co-authors

Adam N. Sanborn(18), Nick Chater(17), Jian-Qiao Zhu(10), Lucas Castillo(10), Daphna Buchsbaum(8), Jake Spicer(7), Johanna K. Falbén(7), Joakim Sundh(5), Christopher G. Lucas(5), Isaac Ehrlich(4), Yun-Xiao Li(2), Aidan Tee(2), Christopher Lucas(2), Chris Lucas(2), Frank Jäkel(2), Eugenio Herrera-Berg(2), Tomás Vergara Browne(2), Marc–Lluís Vives(2), Cristian Buc Calderon(2), Tao Coll‐Martín(2)