Pablo León-Villagrá

According to our database, Pablo León-Villagrá authored at least 13 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

2022

Understanding the structure of cognitive noise.

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

PLoS Comput. Biol., 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

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