Brenden Lake

Assistant Professor of Psychology and Data Science

Psychology

Research activity per year

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11 Conference contribution
7 Article
4 Conference article
1 Comment/debate
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- 1 Review article

11 results

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2018
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
Lake, B. & Baroni, M., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 4487-4499 13 p. (35th International Conference on Machine Learning, ICML 2018; vol. 7).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2016

Asking and evaluating natural language questions
Rothe, A., Lake, B. & Gureckis, T., 2016, Proceedings of the 38th Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Searching large hypothesis spaces by asking questions
Lake, B. & Cohen, A., 2016, Proceedings of the 38th Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2015

Deep neural networks predict category typicality ratings for images
Lake, B., Zaremba, W., Fergus, R. & Gureckis, T., 2015, Proceedings of the 37th Annual Conference of the Cognitive Science Society. Dale, R., Jennings, C., Maglio, P., Matlock, T., Noelle, D., Warlaumont, A. & Yoshimi, J. (eds.). Austin, TX: Cognitive Science Society
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2014

One-shot learning of generative speech concepts
Lake, B., Lee, C. Y. & Tenenbaum, J. B., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2012

Concept learning as motor program induction: A large-scale empirical study
Lake, B., Tenenbaum, J. B. & Salakhutdinov, R., 2012, Proceedings of the 34th Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2011

Estimating the strength of unlabeled information during semi-supervised learning
Lake, B. & McClelland, J. L., 2011, Proceedings of the 33rd Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
One shot learning of simple visual concepts
Lake, B., Salakhutdinov, R., Gross, J. & Tenenbaum, J. B., 2011, Proceedings of the 33rd Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2010

Discovering Structure by Learning Sparse Graphs
Lake, B. & Tenenbaum, J. B., 2010, Proceedings of the 32nd Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2008
Modeling unsupervised perceptual category learning
Lake, B. M., Vallabha, G. K. & McClelland, J. L., 2008, 2008 IEEE 7th International Conference on Development and Learning, ICDL. p. 25-30 6 p. 4640800. (2008 IEEE 7th International Conference on Development and Learning, ICDL).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2005

Age of acquisition in facial identification: A connectionist approach
Lake, B. & Cottrell, G. W., 2005, Proceedings of the 27th Annual Conference of the Cognitive Science Society.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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