Myung Jin Choi

Publication Activity (10 Years)

Years Active: 2008-2012
Publications (10 Years): 0

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Pattern Recognit. Lett.

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Myung Jin Choi, Antonio Torralba, Alan S. Willsky
A Tree-Based Context Model for Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Myung Jin Choi, Antonio Torralba, Alan S. Willsky
Context models and out-of-context objects. Pattern Recognit. Lett. 33 (7) (2012)
Myung Jin Choi, Sang Heon Lee
The multiple traveling purchaser problem for maximizing system's reliability with budget constraints. Expert Syst. Appl. 38 (8) (2011)
Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
Learning Latent Tree Graphical Models. J. Mach. Learn. Res. 12 (2011)
Myung Jin Choi, Joseph J. Lim, Antonio Torralba, Alan S. Willsky
Exploiting hierarchical context on a large database of object categories. CVPR (2010)
Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
Learning Latent Tree Graphical Models CoRR (2010)
Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
Consistent and efficient reconstruction of latent tree models. Allerton (2010)
Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky
Gaussian multiresolution models: exploiting sparse Markov and covariance structure. IEEE Trans. Signal Process. 58 (3) (2010)
Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky
covariance structure in multiresolution models. ICML (2009)
Dmitry M. Malioutov, Jason K. Johnson, Myung Jin Choi, Alan S. Willsky
Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches. IEEE Trans. Signal Process. 56 (10-1) (2008)
Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky
Maximum entropy relaxation for multiscale graphical model selection. ICASSP (2008)

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Publication Activity (10 Years)

Top Venues

Myung Jin Choi