Pablo León-Villagrá

According to our database, Pablo León-Villagrá authored at least 21 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explaining the flaws in human random generation as local sampling with momentum.

Lucas Castillo, Pablo León-Villagrá, Nick Chater, Adam Sanborn

PLoS Comput. Biol., January, 2024

2023

Large Language Models are biased to overestimate profoundness.

Eugenio Herrera-Berg, Tomás Vergara Browne, Pablo León-Villagrá, Marc-Lluís Vives, Cristian Buc Calderon

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Charting children's fruit categories with Markov-Chain Monte Carlo with People.

Pablo León-Villagrá, Isaac Ehrlich, Chris Lucas, Daphna Buchsbaum

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

The Impact of Production Rates on Sequential Statistics and Distributional Properties in Random Generation.

Pablo León-Villagrá, Lucas Castillo, Nick Chater, Adam Sanborn

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Understanding the structure of cognitive noise.

Jian-Qiao Zhu, Pablo León-Villagrá, Nick Chater, Adam N. Sanborn

PLoS Comput. Biol., 2022

Uncovering Childrens' Category Representations with MCMCP.

Pablo León-Villagrá, Isaac Ehrlich, Chris Lucas, Daphna Buchsbaum

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Uncovering children's concepts and conceptual change.

Pablo León-Villagrá, Isaac Ehrlich, Chris Lucas, Daphna Buchsbaum

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Eliciting Human Beliefs using Random Generation.

Pablo León-Villagrá, Lucas Castillo, Nick Chater, Adam Sanborn

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Sampling as the Human Approximation to Probabilistic Inference.

Adam Sanborn, Jian-Qiao Zhu, Jake Spicer, Joakim Sundh, Pablo León-Villagrá, Nick Chater

Proceedings of the Human-Like Machine Intelligence., 2022

2021

Recovering human category structure across development using sparse judgments.

Pablo León-Villagrá, Isaac Ehrlich, Chris Lucas, Daphna Buchsbaum

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Sampling Associations with (Un)related Suggestions.

Pablo León-Villagrá, Nicholas Chater, Adam Sanborn

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Local Sampling with Momentum Accounts for Human Random Sequence Generation.

Lucas Castillo, Pablo León-Villagrá, Nicholas Chater, Adam Sanborn

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Representational principles of function generalization

Pablo León-Villagrá

PhD thesis, 2020

Uncovering Category Representations with Linked MCMC with People.

Pablo León-Villagrá, Kay Otsubo, Chris Lucas, Daphna Buchsbaum

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Exploring Category Structure in Children and Adults.

Pablo León-Villagrá, Isaac Ehrlich, Chris Lucas, Daphna Buchsbaum

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Generalizing Functions in Sparse Domains.

Pablo León-Villagrá, Chris Lucas

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Exploring the Representation of Linear Functions.

Pablo León-Villagrá, Verena Klar, Adam Sanborn, Chris Lucas

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Data Availability and Function Extrapolation.

Pablo León-Villagrá, Irina Preda, Christopher Lucas

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

GPflow: A Gaussian Process Library using TensorFlow.

Alexander G. de G. Matthews, Mark van der Wilk, Tom Nickson, Keisuke Fujii, Alexis Boukouvalas, Pablo León-Villagrá, Zoubin Ghahramani, James Hensman

J. Mach. Learn. Res., 2017

Identifying Causal Direction in the Two-Variable Case.

Pablo León-Villagrá, Christopher Lucas

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2013

Categorization and Abstract Similarity in Chess.

Pablo León-Villagrá, Frank Jäkel

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013