## Bayesian Model

- Smith KA, Battaglia PW, Vul E:

Consistent physics underlying ballistic motion prediction (pdf) (bibtex)

*Proceedings of the 35th Annual Conference of the Cognitive Science Society*

#intuitive physics, #bayesian model

@article{SmithKA:2013:18706,

author = {Smith KA and Battaglia PW and Vul E},

journal = {Proceedings of the 35th Annual Conference of the Cognitive Science Society},

title = { Consistent physics underlying ballistic motion prediction},

year = {2013},

keywords = {intuitive physics, bayesian model},

doi = {},

url = {http://web.mit.edu/~pbatt/www/publications/SmitBattVul13CogSci35.pdf}

}

- Hamrick JB, Battaglia PW, Tenenbaum JB:

Internal physics models guide probabilistic judgments about object dynamics (pdf) (bibtex)

*33rd Annual Conference of the Cognitive Science Society*

#intuitive physics, #bayesian model

@article{HamrickJB:2011:c46f3,

author = {Hamrick JB and Battaglia PW and Tenenbaum JB},

journal = {33rd Annual Conference of the Cognitive Science Society},

title = { Internal physics models guide probabilistic judgments about object dynamics},

year = {2011},

keywords = {intuitive physics, bayesian model},

doi = {},

url = {http://web.mit.edu/~pbatt/www/publications/HamrBattTene11CogSci33.pdf}

}

- R. B. Grosse, R. Salakhutdinov, W. T. Freeman, J. B. Tenenbaum:

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

*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}

}

- D. Duvenaud, J. R. Lloyd, R. B. Grosse, J. B. Tenenbaum, Z. Ghahramani:

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

*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}

}

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