N-Body Methods: Publications

Click here to download all publications in a single bibtex file

@inproceedings{Klaas:2006,
  title = "Fast particle smoothing: if I had a million particles",
  author = "Klaas, Mike and Briers, Mark and de Freitas, Nando and Doucet, Arnaud and Maskell, Simon and Lang, Dustin",
  year = "2006",
  address = "New York, NY, USA",
  booktitle = "International Conference on Machine Learning (ICML)",
  location = "Pittsburgh, Pennsylvania",
  pages = "481--488",
  publisher = "ACM",
  url = "http://doi.acm.org/10.1145/1143844.1143905",
  doi = "10.1145/1143844.1143905",
}

@inproceedings{Klaas:2005b,
  title = "Fast maximum a posteriori inference in {Monte Carlo} state spaces",
  author = "Klaas, Mike and Lang, Dustin and de Freitas, Nando",
  year = "2005",
  booktitle = "Artificial Intelligence and Statistics (AISTATS)",
  url = "http://www.cs.ubc.ca/~nando/papers/fastmax.pdf",
}

@inproceedings{Jiang:2005,
  title = "N-Body Games",
  author = "Albert Jiang and Kevin Leyton-Brown and Nando de Freitas",
  year = "2005",
  booktitle = "NIPS workshop on Game Theory, Machine Learning and Reasoning under Uncertainty",
  url = "http://www.cs.ubc.ca/~nando/papers/nbody.pdf",
}

@inproceedings{Klaas:2005,
  title = "Toward Practical $N^2$ Monte Carlo: the Marginal Particle Filter",
  author = "Mike Klaas and Nando de Freitas and Arnaud Doucet",
  year = "2005",
  address = "Arlington, Virginia",
  booktitle = "Uncertainty in Artificial Intelligence (UAI)",
  pages = "308--315",
  publisher = "AUAI Press",
  url = "http://uai.sis.pitt.edu/papers/05/p308-klaas.pdf",
}

@inproceedings{Mahdaviani:2005,
  title = "Fast Computational Methods for Visually Guided Robots",
  author = "Mahdaviani, M. and de Freitas, N. and Fraser, B. and Hamze, F.",
  year = "2005",
  booktitle = "IEEE International Conference on Robotics \& Automation (ICRA)",
  pages = "138--143",
  url = "http://www.cs.ubc.ca/~nando/papers/aibo.pdf",
  doi = "10.1109/ROBOT.2005.1570109",
}

@inproceedings{Freitas:2005,
  title = "Fast {Krylov} Methods for {N}-Body Learning",
  author = "Nando De Freitas and Yang Wang and Maryam Mahdaviani and Dustin Lang",
  year = "2005",
  address = "Cambridge, MA",
  booktitle = "Advances in Neural Information Processing Systems (NIPS)",
  editor = "Y. Weiss and B. Sch\"{o}lkopf and J. Platt",
  pages = "251--258",
  publisher = "MIT Press",
  url = "http://books.nips.cc/papers/files/nips18/NIPS2005_0765.pdf",
}

@techreport{Lang:2005,
  title = "Empirical Testing of Fast Kernel Density Estimation Algorithms",
  author = "Dustin Lang and Mike Klaas and Nando de Freitas",
  year = "2005",
  institution = "University of British Columbia, Department of Computer Science",
  number = "UBC TR-2005-03",
  url = "http://www.cs.ubc.ca/~nando/papers/empirical.pdf",
}