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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