Publications

    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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