Theses most similar to Generative modeling of dynamic visual scenes (Lin, Dahu; 2012) read it

Aspects of inference for the Influence Model and related graphical models

Jammalamadaka, Arvind K. (Arvind Kumar), 1981- (2004)

  • Advisor: George C. Verghese
  • Department of Electrical Engineering and Computer Science
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Inference in sensor networks : graphical models and particle methods

Ihler, Alexander T. (Alexander Thomas), 1976- (2005)

  • Advisors: Alan S. Willsky; John W. Fisher, III
  • Department of Electrical Engineering and Computer Science
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The information regularization framework for semi-supervised learning

Corduneanu, Adrian (Adrian Dumitru), 1977- (2006)

  • Advisor: Jaakkola, Tommi S. (Tommi Sakari)
  • Department of Electrical Engineering and Computer Science
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Approximate inference in Gaussian graphical models

Malioutov, Dmitry M., 1981- (2008)

  • Advisor: Alan S. Willsky
  • Department of Electrical Engineering and Computer Science
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Dynamic dependence analysis : modeling and inference of changing dependence among multiple time-series

Siracusa, Michael Richard, 1980- (2009)

  • Advisor: John W. Fisher III
  • Department of Electrical Engineering and Computer Science
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Bayesian nonparametric learning of complex dynamical phenomena

Fox, Emily Beth (2009)

  • Advisors: Alan S. Willsky; John W. Fisher, III
  • Department of Electrical Engineering and Computer Science
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Trees and beyond : exploiting and improving tree-structured graphical models

Choi, Myung Ji (2011)

  • Advisors: Alan S. Willsky; Antonio Torralba
  • Department of Electrical Engineering and Computer Science
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Learning with mistures of trees

Meilă-Predoviciu, Marina, 1962- (1999)

  • Advisor: Michael I. Jordan
  • Department of Electrical Engineering and Computer Science
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Sampling in computer vision and Bayesian nonparametric mixtures

Chang, Jaso (2014)

  • Advisor: John W. Fisher, III
  • Department of Electrical Engineering and Computer Science
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Graphical models for visual object recognition and tracking

Sudderth, Erik B. (Erik Blaine), 1977- (2006)

  • Advisors: Alan S. Willsky; Freeman, William Tafel
  • Department of Electrical Engineering and Computer Science
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