Myung Jin Choi

According to our database, Myung Jin Choi authored at least 11 papers between 2008 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2012

Context models and out-of-context objects.

Myung Jin Choi, Antonio Torralba, Alan S. Willsky

Pattern Recognit. Lett., 2012

A Tree-Based Context Model for Object Recognition.

Myung Jin Choi, Antonio Torralba, Alan S. Willsky

IEEE Trans. Pattern Anal. Mach. Intell., 2012

2011

Exploiting and improving tree-structured graphical models.

Myung Jin Choi

PhD thesis, 2011

Learning Latent Tree Graphical Models.

Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

J. Mach. Learn. Res., 2011

The multiple traveling purchaser problem for maximizing system's reliability with budget constraints.

Myung Jin Choi, Sang Heon Lee

Expert Syst. Appl., 2011

2010

Gaussian multiresolution models: exploiting sparse Markov and covariance structure.

Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky

IEEE Trans. Signal Process., 2010

Exploiting hierarchical context on a large database of object categories.

Myung Jin Choi, Joseph J. Lim, Antonio Torralba, Alan S. Willsky

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Consistent and efficient reconstruction of latent tree models.

Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

Exploiting sparse Markov <i>and</i> covariance structure in multiresolution models.

Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches.

Dmitry M. Malioutov, Jason K. Johnson, Myung Jin Choi, Alan S. Willsky

IEEE Trans. Signal Process., 2008

Maximum entropy relaxation for multiscale graphical model selection.

Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky

Proceedings of the IEEE International Conference on Acoustics, 2008