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ORCIDMyung Jin Choi
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2010 – 2019
- 2012
[j6]Myung Jin Choi, Antonio Torralba, Alan S. Willsky:
A Tree-Based Context Model for Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 240-252 (2012)- [j5]Myung Jin Choi, Antonio Torralba, Alan S. Willsky:
Context models and out-of-context objects. Pattern Recognit. Lett. 33(7): 853-862 (2012) - 2011
- [b1]Myung Jin Choi:
Exploiting and improving tree-structured graphical models. Massachusetts Institute of Technology, Cambridge, MA, USA, 2011 - [j4]Myung Jin Choi, Sang Heon Lee:
The multiple traveling purchaser problem for maximizing system's reliability with budget constraints. Expert Syst. Appl. 38(8): 9848-9853 (2011) - [j3]Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning Latent Tree Graphical Models. J. Mach. Learn. Res. 12: 1771-1812 (2011) - 2010
- [j2]Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky:
Gaussian multiresolution models: exploiting sparse Markov and covariance structure. IEEE Trans. Signal Process. 58(3): 1012-1024 (2010) - [c4]Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Consistent and efficient reconstruction of latent tree models. Allerton 2010: 719-725 - [c3]Myung Jin Choi, Joseph J. Lim, Antonio Torralba, Alan S. Willsky:
Exploiting hierarchical context on a large database of object categories. CVPR 2010: 129-136 - [i1]Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning Latent Tree Graphical Models. CoRR abs/1009.2722 (2010)
2000 – 2009
- 2009
- [c2]Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky:
Exploiting sparse Markov and covariance structure in multiresolution models. ICML 2009: 177-184 - 2008
- [j1]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): 4621-4634 (2008) - [c1]Myung Jin Choi, Venkat Chandrasekaran, Alan S. Willsky:
Maximum entropy relaxation for multiscale graphical model selection. ICASSP 2008: 1889-1892
Coauthor Index
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