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Brenden Lake's Projects

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NYU PSYCH-GA 3405.001 / DS-GA 3001.014 : Advancing AI through cognitive science

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PyTorch implementation of ALCOVE

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NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

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Bayesian Program Learning model for one-shot learning

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Psych-GA.2207 Categories and Concepts

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Computational Cognitive Modeling (Spring 2024)

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Meta-Learning for Compositionality (MLC) for modeling human behavior

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Applying Behaviorally-Informed Meta-Learning (BIML) to machine learning benchmarks

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Omniglot data set for one-shot learning

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Simple language-driven navigation tasks for studying compositional learning

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