Publications

Tank, A., Foti, N. J., & Fox, E. B. (2015). Streaming variational inference for Bayesian nonparametric mixture models. In International Conference on Artificial Intelligence and Statistics. PDF

BibTex

 @inproceedings{Tank:2015a,
  author = {Tank, A. and Foti, N. J. and Fox, E. B.},
  title = {Streaming variational inference for {B}ayesian nonparametric mixture models},
  booktitle = {International Conference on Artificial Intelligence and Statistics},
  link = {http://arxiv.org/abs/1412.0694},
  year = {2015}
}

Tank, A., Foti, N. J., & Fox, E. B. (2015). Bayesian structure learning for stationary time series. In Uncertainty in Artificial Intelligence. PDF

BibTex

 @inproceedings{Tank:Foti:Fox:2015,
  title = {Bayesian structure learning for stationary time series},
  author = {Tank, A and Foti, N. J. and Fox, E. B.},
  booktitle = {Uncertainty in Artificial Intelligence},
  link = {http://arxiv.org/pdf/1505.03131v2.pdf},
  year = {2015}
}

Y.-A, M., Chen, T., & Fox, E. B. (2015). A Complete Recipe for Stochastic Gradient MCMC. In Advances in Neural Information Processing Systems. PDF

BibTex

 @inproceedings{Ma:Chen:Fox:2015,
  title = {A Complete Recipe for Stochastic Gradient {MCMC}},
  author = {Y.-A, Ma and Chen, T. and Fox, E. B.},
  booktitle = {Advances in Neural Information Processing Systems},
  link = {http://papers.nips.cc/paper/5891-a-complete-recipe-for-stochastic-gradient-mcmc.pdf},
  year = {2015}
}

Foti, N. J., Xu, J., Laird, D., & Fox, E. B. (2014). Stochastic variational inference for hidden Markov models. In Advances in Neural Information Processing Systems. PDF

BibTex

 @inproceedings{Foti:Xu:Laird:Fox:2014,
  title = {Stochastic variational inference for hidden {M}arkov models},
  author = {Foti, N. J. and Xu, J. and Laird, D. and Fox, E. B.},
  booktitle = {Advances in Neural Information Processing Systems},
  link = {http://papers.nips.cc/paper/5560-stochastic-variational-inference-for-hidden-markov-models.pdf},
  year = {2014}
}

Dynamode Lab

Publications