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List of works by Andrew Perfors

A tutorial introduction to Bayesian models of cognitive development

scientific article published on January 26, 2011

Bayesian models of cognition revisited: Setting optimality aside and letting data drive psychological theory

scientific article

Cross-situational learning in a Zipfian environment

article published in 2019

Do Additional Features Help or Hurt Category Learning? The Curse of Dimensionality in Human Learners

scientific article published on 01 March 2019

Epistemic trust: modeling children’s reasoning about others’ knowledge and intent

scientific article published on February 28, 2012

Even arbitrary norms influence moral decision-making

scientific article published on 17 December 2018

How do people learn from negative evidence? Non-monotonic generalizations and sampling assumptions in inductive reasoning

scientific article published on 21 July 2015

Indirect Evidence and the Poverty of the Stimulus: The Case of AnaphoricOne

scientific article published on March 1, 2009

Language evolution can be shaped by the structure of the world

scientific article published on 24 January 2014

Leaping to Conclusions: Why Premise Relevance Affects Argument Strength

scientific article

Learning overhypotheses with hierarchical Bayesian models

scientific article

Learning time-varying categories

scientific article

Not every credible interval is credible: Evaluating robustness in the presence of contamination in Bayesian data analysis

scientific article

On simplicity and emergence

scientific article published on 24 January 2017

Picking up speed in understanding: Speech processing efficiency and vocabulary growth across the 2nd year

scientific article

Probabilistic models of cognition: exploring representations and inductive biases

scientific article

The "Small World of Words" English word association norms for over 12,000 cue words

article by Simon De Deyne et al published 8 October 2018 in Behavior Research Methods

The helpfulness of category labels in semi-supervised learning depends on category structure

scientific article published on 24 June 2015

The learnability of abstract syntactic principles

scientific article published on December 24, 2010

The structure of sequential effects.

scientific article published on 2 November 2015

Variability, negative evidence, and the acquisition of verb argument constructions

scientific article published on 6 April 2010

Visual and Affective Multimodal Models of Word Meaning in Language and Mind

scientific article published on 01 January 2021

What do our sampling assumptions affect: How we encode data or how we reason from it?

scientific article published in 2022