D. Wingate
- D. Wingate, N. D. Goodman, D. M. Roy and J. B. Tenenbaum:
The Infinite Latent Events Model (pdf) (bibtex)
Uncertainty in Artificial Intelligence
#bayesian nonparametrics, #infinite, #dynamical system
@article{D.Wingate:2009:566a9,
author = {D. Wingate and N. D. Goodman and D. M. Roy and J. B. Tenenbaum},
journal = {Uncertainty in Artificial Intelligence},
title = {The Infinite Latent Events Model },
year = {2009},
keywords = {bayesian nonparametrics, infinite, dynamical system},
doi = {},
url = {http://web.mit.edu/~wingated/www/papers/ilem.pdf}
}
- J. Eastep, D. Wingate, M. D. Santambrogio, A. Agarwal:
Smartlocks: Lock Acquisition Scheduling for Self-Aware Synchronization (pdf) (bibtex)
IEEE International Conference on Autonomic Computing and Communications
#mutex, #reinforcement learning, #adaptive
@article{J.Eastep:2010:75b1e,
author = {J. Eastep and D. Wingate and M. D. Santambrogio and A. Agarwal},
journal = {IEEE International Conference on Autonomic Computing and Communications},
title = {Smartlocks: Lock Acquisition Scheduling for Self-Aware Synchronization },
year = {2010},
keywords = {mutex, reinforcement learning, adaptive},
doi = {},
url = {http://web.mit.edu/~wingated/www/papers/icac10.pdf}
}
- D. Wingate, A. Stuhlmueller, N. D. Goodman:
Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation (pdf) (bibtex)
Proceedings of the 14th international conference on Artificial Intelligence and Statistics
#probabilistic programming, #mcmc, #inference
@article{D.Wingate:2011:f0689,
author = {D. Wingate and A. Stuhlmueller and N. D. Goodman},
journal = {Proceedings of the 14th international conference on Artificial Intelligence and Statistics},
title = {Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation},
year = {2011},
keywords = {probabilistic programming, mcmc, inference},
doi = {},
url = {http://www.mit.edu/~ast/papers/lightweight-mcmc-aistats2011.pdf}
}
- D. Wingate, C. Diuk, T. O’Donnell, J.B. Tenenbaum, S.J. Gershman:
Compositional policy priors (pdf) (bibtex)
MIT CSAIL Technical Report 2013-007
#reinforcement learning, #grammar induction
@article{D.Wingate:2013:8a8cd,
author = {D. Wingate and C. Diuk and T. O’Donnell and J.B. Tenenbaum and S.J. Gershman},
journal = {MIT CSAIL Technical Report 2013-007},
title = {Compositional policy priors},
year = {2013},
keywords = {reinforcement learning, grammar induction},
doi = {},
url = {http://web.mit.edu/sjgershm/www/MIT-CSAIL-TR-2013-007.pdf}
}
- D. Wingate, N. D. Goodman, A. Stuhlmueller, J. M. Siskind:
Nonstandard Interpretations of Probabilistic Programs for Efficient Inference (pdf) (bibtex)
Advances in Neural Information Processing Systems (NIPS) 24
#probabilistic programming, #inference
@article{D.Wingate:2011:ac593,
author = {D. Wingate and N. D. Goodman and A. Stuhlmueller and J. M. Siskind},
journal = {Advances in Neural Information Processing Systems (NIPS) 24},
title = {Nonstandard Interpretations of Probabilistic Programs for Efficient Inference},
year = {2011},
keywords = {probabilistic programming, inference},
doi = {},
url = {http://www.mit.edu/~ast/papers/nonstandard-interpretations-nips2011.pdf}
}
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