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Myungjin Choi
Myungjin Choi
Verified email at alum.mit.edu - Homepage
Title
Cited by
Cited by
Year
Exploiting hierarchical context on a large database of object categories
MJ Choi, JJ Lim, A Torralba, AS Willsky
2010 IEEE computer society conference on computer vision and pattern …, 2010
4312010
Learning latent tree graphical models
MJ Choi, VYF Tan, A Anandkumar, AS Willsky
The Journal of Machine Learning Research 12, 1771-1812, 2011
2812011
Learning latent tree graphical models
MJ Choi, VYF Tan, A Anandkumar, AS Willsky
The Journal of Machine Learning Research 12, 1771-1812, 2011
2812011
A tree-based context model for object recognition
MJ Choi, A Torralba, AS Willsky
IEEE transactions on pattern analysis and machine intelligence 34 (2), 240-252, 2011
2022011
Context models and out-of-context objects
MJ Choi, A Torralba, AS Willsky
Pattern Recognition Letters 33 (7), 853-862, 2012
1582012
Gaussian multiresolution models: Exploiting sparse Markov and covariance structure
MJ Choi, V Chandrasekaran, AS Willsky
IEEE Transactions on Signal Processing 58 (3), 1012-1024, 2009
342009
Low-rank variance approximation in GMRF models: Single and multiscale approaches
DM Malioutov, JK Johnson, MJ Choi, AS Willsky
IEEE Transactions on Signal Processing 56 (10), 4621-4634, 2008
332008
Multiscale stochastic modeling for tractable inference and data assimilation
MJ Choi, V Chandrasekaran, DM Malioutov, JK Johnson, AS Willsky
Computer Methods in Applied Mechanics and Engineering 197 (43-44), 3492-3515, 2008
302008
Multiscale Gaussian graphical models and algorithms for large-scale inference
MJ Choi, AS Willsky
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 229-233, 2007
172007
Learning latent tree graphical models
MJ Choi, VYF Tan, A Anandkumar, AS Willsky
arXiv preprint arXiv:1009.2722, 2010
152010
Consistent and efficient reconstruction of latent tree models
MJ Choi, VYF Tan, A Anandkumar, AS Willsky
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
82010
Exploiting sparse Markov and covariance structure in multiresolution models
MJ Choi, V Chandrasekaran, AS Willsky
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
62009
Trees and beyond: Exploiting and improving tree-structured graphical models
MJ Choi
Massachusetts Institute of Technology, 2011
42011
Maximum entropy relaxation for multiscale graphical model selection
MJ Choi, V Chandrasekaran, AS Willsky
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
32008
A Tree-Based Context Model for Object Recognition (HTML)
MJ Choi, A Torralba, AS Willsky
2012
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Articles 1–15