Alan S. Willsky

Affiliations: 
Electrical Engineering and Computer Science Massachusetts Institute of Technology, Cambridge, MA, United States 
Area:
Electrical engineering
Website:
http://willsky.lids.mit.edu/
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"Alan S Willsky"
Bio:

Willsky, Alan S Dynamical systems defined on groups : structural properties and estimation Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Aeronautics and Astronautics, 1973.

Cross-listing: Computer Science Tree

Parents

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Wallace Earl Vander Velde grad student 1973 MIT (Physics Tree)
 (Dynamical systems defined on groups : structural properties and estimation)

Children

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Peter C. Doerschuk grad student MIT
Peyman Milanfar grad student MIT (Computer Science Tree)
Martin Wainwright grad student MIT (Neurotree)
Steven I. Marcus grad student 1975 MIT
Bruce K. Walker grad student 1980 MIT
Jessy W. Grizzle grad student 1983 UT Austin (Robotree)
Carey David Bunks grad student 1987 MIT (Physics Tree)
Jerry L. Prince grad student 1988 MIT (Computer Science Tree)
Ilya Pollak grad student 1999 MIT
Alexander Ihler grad student 2005 MIT (MathTree)
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Publications

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Liu Y, Kosut O, Willsky AS. (2015) Sampling from Gaussian Markov random fields using stationary and non-stationary subgraph perturbations Ieee Transactions On Signal Processing. 63: 576-589
Cetin M, Stojanovic I, Onhon O, et al. (2014) Sparsity-driven synthetic aperture radar imaging: Reconstruction, autofocusing, moving targets, and compressed sensing Ieee Signal Processing Magazine. 31: 27-40
Choi MJ, Torralba A, Willsky AS. (2012) A tree-based context model for object recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 240-52
Willsky AS. (2012) Learning and Inference for Graphical and Hierarchical Models: A Personal Journey Ifac Proceedings Volumes. 45: 631
Chandrasekaran V, Parrilo PA, Willsky AS. (2012) Rejoinder: Latent variable graphical model selection via convex optimization Annals of Statistics. 40: 2005-2013
Anandkumar A, Tan VYF, Huang F, et al. (2012) High-dimensional structure estimation in ising models: Local separation criterion Annals of Statistics. 40: 1346-1375
Chandrasekaran V, Parrilo PA, Willsky AS. (2012) Latent variable graphical model selection via convex optimization Annals of Statistics. 40: 1935-1967
Saunderson J, Chandrasekaran V, Parrilo PA, et al. (2012) Diagonal and low-rank matrix decompositions, correlation matrices, and ellipsoid fitting Siam Journal On Matrix Analysis and Applications. 33: 1395-1416
Chandrasekaran V, Parrilo PA, Willsky AS. (2012) Convex graph invariants 2012 46th Annual Conference On Information Sciences and Systems, Ciss 2012
Liu Y, Chandrasekaran V, Anandkumar A, et al. (2012) Feedback message passing for inference in gaussian graphical models Ieee Transactions On Signal Processing. 60: 4135-4150
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