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Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
AND
Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
AND
Tan, Vincent Yan Fu
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Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
AND
Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
AND
Tan, Vincent Yan Fu
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1
High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion
by
Willsky, Alan S.
,
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
Published 2013
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2
Learning graphical models for hypothesis testing and classification
by
Tan, Vincent Yan Fu
,
Sanghavi, Sujay
,
Fisher, John W., III
,
Willsky, Alan S.
Published 2012
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3
How do the structure and the parameters of Gaussian tree models affect structure learning?
by
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
,
Willsky, Alan S.
Published 2011
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4
Error exponents for composite hypothesis testing of Markov forest distributions
by
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
,
Willsky, Alan S.
Published 2012
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5
Learning high-dimensional Markov forest distributions: Analysis of error rates
by
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
,
Willsky, Alan S.
Published 2011
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6
Necessary and sufficient conditions for high-dimensional salient feature subset recovery
by
Tan, Vincent Yan Fu
,
Johnson, Matthew James
,
Willsky, Alan S.
Published 2012
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7
Consistent and efficient reconstruction of latent tree models
by
Choi, Myung Jin
,
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
,
Willsky, Alan S.
Published 2012
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8
Scaling laws for learning high-dimensional Markov forest distributions
by
Willsky, Alan S.
,
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
Published 2012
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9
Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures
by
Tan, Vincent Yan Fu
,
Anandkumar, Animashree
,
Willsky, Alan S.
Published 2011
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10
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures
by
Tan, Vincent Yan Fu
,
Willsky, Alan S.
,
Anandkumar, Animashree
,
Tong, Lang
Published 2012
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10
Author
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Tan, Vincent Yan Fu
Willsky, Alan S.
10
Anandkumar, Animashree
8
Massachusetts Institute of Technology. Stochastic Systems Group
3
Choi, Myung Jin
1
Fisher, John W., III
1
Johnson, Matthew James
1
Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
1
Sanghavi, Sujay
1
Tong, Lang
1
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