C. Kemp, J. B. Tenenbaum: Proceedings of the National Academy of Sciences #cognitive development, #structure discovery, #unsupervised learning
@article{C.Kemp:2008:eeacc,
author = {C. Kemp and J. B. Tenenbaum},
journal = {Proceedings of the National Academy of Sciences},
title = {The discovery of structural form},
year = {2008},
keywords = {cognitive development, structure discovery, unsupervised learning},
doi = {},
url = {http://www.psy.cmu.edu/~ckemp/papers/kempt08.pdf}
}

Discovering structure by learning sparse graphs (pdf) (bibtex)

B. M. Lake, J. B. Tenenbaum: Proceedings of the 32nd Cognitive Science Conference #structure discovery, #semantic cognition, #unsupervised learning
@article{B.M.Lake:2010:9f55c,
author = {B. M. Lake and J. B. Tenenbaum},
journal = {Proceedings of the 32nd Cognitive Science Conference},
title = {Discovering structure by learning sparse graphs},
year = {2010},
keywords = {structure discovery, semantic cognition, unsupervised learning},
doi = {},
url = {http://web.mit.edu/brenden/www/LakeTenenbaum09CogSci.pdf}
}

Exploiting compositionality to explore a large space of model structures (pdf) (bibtex)

R. B. Grosse, R. Salakhutdinov, W. T. Freeman, J. B. Tenenbaum: Proceedings of the 28th Conference on Uncertainty in AI (UAI) #structure discovery, #unsupervised learning, #bayesian model
@article{R.B.Grosse:2012:f3693,
author = {R. B. Grosse and R. Salakhutdinov and W. T. Freeman and J. B. Tenenbaum},
journal = {Proceedings of the 28th Conference on Uncertainty in AI (UAI)},
title = {Exploiting compositionality to explore a large space of model structures},
year = {2012},
keywords = {structure discovery, unsupervised learning, bayesian model},
doi = {},
url = {http://people.csail.mit.edu/rgrosse/uai2012-matrix.pdf}
}

Structure discovery in nonparametric regression through compositional kernel search (pdf) (bibtex)

D. Duvenaud, J. R. Lloyd, R. B. Grosse, J. B. Tenenbaum, Z. Ghahramani: International Conference on Machine Learning #structure discovery, #unsupervised learning, #bayesian model
@article{D.Duvenaud:2013:29ae2,
author = {D. Duvenaud and J. R. Lloyd and R. B. Grosse and J. B. Tenenbaum and Z. Ghahramani},
journal = {International Conference on Machine Learning},
title = {Structure discovery in nonparametric regression through compositional kernel search},
year = {2013},
keywords = {structure discovery, unsupervised learning, bayesian model},
doi = {},
url = {http://people.csail.mit.edu/rgrosse/icml2013-gp.pdf}
}