@INPROCEEDINGS{fisher99b,
  author = {{Fisher~III}, J. W. and A. T. Ihler and P. Viola},
  editor = {S. A. Solla and T. K. Leen and K-R. M{\"u}ller},
  year = 2000,
  title = {Learning Informative Statistics: A Nonparametric Approach},
  booktitle = {Neural Information Processing Systems 12}
}

@MASTERSTHESIS{ihler00,
  author = {A. Ihler},
  month = dec,
  year = 2000,
  title = {Maximally Informative Subspaces: Nonparametric Estimation for
          Dynamical Systems},
  school = {MIT}
}

@INPROCEEDINGS{ihler01,
  author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
  month = may,
  year = 2001,
  title = {Nonparametric estimators for online signature authentication},
  booktitle = {International Conference on Acoustics, Speech, and Signal Processing}
}

@TECHREPORT{sudderth02,
  author = {Erik B. Sudderth and Alexander T. Ihler and William T. Freeman and
           Alan S. Willsky},
  year = 2002,
  title = {Nonparametric Belief Propagation},
  number = {MIT//LIDS P-2551},
  institution = {MIT, Laboratory for Information and Decision Systems}
}

@INPROCEEDINGS{ihler03a,
  author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
  month = apr,
  year = 2003,
  title = {Hypothesis testing over factorizations for data association},
  booktitle = {Information Processing in Sensor Networks},
  pages = {239--253}
}

@INPROCEEDINGS{ihler03b,
  author = {Ihler, A. T. and Sudderth, E. B. and Freeman, W. T. and Willsky, A. S.},
  year = 2004,
  title = {Efficient Multiscale Sampling from Products of {G}aussian Mixtures},
  booktitle = {Neural Information Processing Systems 16},
  editor = "Sebastian Thrun and Lawrence Saul and Bernhard {Sch\"{o}lkopf}",
  publisher = "MIT Press",
  address = "Cambridge, MA",
}

@INPROCEEDINGS{sudderth03a,
  author = {E. B. Sudderth and A. T. Ihler and W. T. Freeman and A. S. Willsky},
  year = 2003,
  title = {Nonparametric Belief Propagation},
  booktitle = {Computer Vision and Pattern Recognition},
}

@INPROCEEDINGS{ihler04a,
  author = {A. T. Ihler and J. W. {Fisher~III} and R. L. Moses and A. S.
           Willsky},
  year = 2004,
  title = {Nonparametric Belief Propagation for Self-Calibration in Sensor
          Networks},
  booktitle = {Information Processing in Sensor Networks}
}

@INPROCEEDINGS{ihler04b,
  author = {A. T. Ihler and J. W. {Fisher~III} and R. L. Moses and A. S.
           Willsky},
  year = 2004,
  title = {Nonparametric Belief Propagation for Sensor Self-Calibration},
  booktitle = {International Conference on Acoustics, Speech, and Signal Processing}
}

@ARTICLE{ihler05a,
  author = {A. T. Ihler and J. W. {Fisher~III} and R. L. Moses and A. S.
           Willsky},
  year = 2005,
  title = {Nonparametric Belief Propagation for Self-Calibration in Sensor
          Networks},
  journal = {IEEE Journal of Selected Areas in Communication}
  volume = 23,
  number = 4,
  pages = {809--819}
}

@TECHREPORT{ihler04d,
  author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
  year = 2004,
  title = {Communication-Constrained Inference},
  number = 2601,
  institution = {MIT, Laboratory for Information and Decision Systems}
}

@INPROCEEDINGS{ihler04f,
  author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
  year = 2005,
  title = {Message Errors in Belief Propagation},
  booktitle = {Neural Information Processing Systems 17},
  editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
  publisher = {MIT Press},
  address = {Cambridge, MA},
  pages = {609-616}
}

@ARTICLE{ihler04g,
  author = {A. T. Ihler and J. W. Fisher~III and A. S. Willsky},
  month = aug,
  year = 2004,
  title = {Nonparametric Hypothesis Tests for Statistical Dependency},
  journal = {IEEE Transactions on Signal Processing},
  volume = 52,
  number = 8,
  pages = {2234--2249}
}

@ARTICLE{ihler05b,
  author = {A. T. Ihler and J. W. Fisher~III and A. S. Willsky},
  month = may,
  year = 2005,
  title = {Loopy Belief Propagation: Convergence and Effects of Message Errors},
  journal = {Journal of Machine Learning Research},
  volume = 6,
  pages = {905--936}
}

@PHDTHESIS{ihler-thesis,
  author = {Alexander T. Ihler},
  year = 2005,
  title = {Inference in Sensor Networks: Graphical Models and Particle Methods},
  school = {MIT}
}

@MISC{ihler-kde,
  author = {Alexander Ihler},
  title = {Kernel Density Estimation Toolbox for Matlab},
  url = {http://ssg.mit.edu/~ihler/code/kde.shtml}
}

@inproceedings{siracusa05,
 title = {Estimating Dependency and Significance for High-Dimensional Data},
 booktitle = {Proceedings of {ICASSP} 2005 - International Conference on Acoustics, Speech, and Signal Processing},
 author = {M. Siracusa and K. Tieu and A. Ihler and J. Fisher and A. Willsky},
 year = { 2005 },
 location = { Philadelphia (USA) },
 pages = {1085--1088},
 isbn={0-7803-8874-7}
 }

@INPROCEEDINGS{ihler05c,
  author = {Ihler, A. T. and J. W. Fisher~III and A. S. Willsky},
  month = jul,
  year = 2005,
  title = {Particle filtering under communications constraints},
  booktitle = {Proceedings, IEEE Statistical Signal Processing (SSP)}
}

@ARTICLE{cetin06,
  author = {M. Cetin and L. Chen and J. Fisher and A. Ihler and R. Moses and M. Wainwright and A. Willsky},
  month = jul,
  year = 2006,
  title = {Distributed Fusion in Sensor Networks: A graphical models perspective},
  journal = {IEEE Signal Processing Magazine},
  volume = 23,
  number = 4, 
  pages = {43--55}
}

@INPROCEEDINGS{porteous06,
 title = {{G}ibbs sampling for coupled infinite mixture models in the stick-breaking representation},
 booktitle = {Proceedings of {UAI} 2006},
 author = {I. Porteous and A. Ihler and P. Smyth and M. Welling},
 month = jul,
 year = 2006,
 pages = {385--392},
 location = { Boston (USA) }
 }

@INPROCEEDINGS{ihler06a,
 author = {Alexander Ihler and Jon Hutchins and Padhraic Smyth},
 title = {Adaptive event detection with time-varying {P}oisson processes},
 booktitle = {KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining},
 year = {2006},
 isbn = {1-59593-339-5},
 pages = {207--216},
 location = {Philadelphia, PA, USA},
 doi = {http://doi.acm.org/10.1145/1150402.1150428},
 publisher = {ACM Press},
 address = {New York, NY, USA}
 }

@INPROCEEDINGS{ihler06b,
  author = {Ihler, A. T. and Smyth, P. J.},
  year = 2007,
  pages = {625--632},
  title = {Learning time-intensity profiles of human activity using non-parametric {B}ayesian models},
  booktitle = {Neural Information Processing Systems 19},
  editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
  publisher = {MIT Press},
  address = {Cambridge, MA}
}

@ARTICLE{ihler07a, 
 title = {Graphical Models for Statistical Inference and Data Assimilation},
 author = {A. Ihler and S. Kirshner and M. Ghil and A. Robertson and P. Smyth},
 month = jun,
 year = { 2007 },
 journal = {Physica D: Nonlinear Phenomena},
 volume = 230,
 issue = {1--2},
 pages = {72--87}
 }

@INPROCEEDINGS{ihler07b,
 title = {Accuracy bounds for belief propagation},
 booktitle = {Proceedings of {UAI} 2007},
 author = {Alexander Ihler},
 month = jul,
 year = 2007
 }

@ARTICLE{ihler07c, 
 author = {Alexander Ihler and Jon Hutchins and Padhraic Smyth},
 title = {Learning to detect events with Markov-modulated Poisson processes},
 journal = {ACM Trans. Knowl. Discov. Data},
 volume = {1},
 number = {3},
 year = {2007},
 issn = {1556-4681},
 pages = {13},
 doi = {http://doi.acm.org/10.1145/1297332.1297337},
 publisher = {ACM},
 address = {New York, NY, USA},
 }