Alan S. Willsky
Alan S. Willsky
Professor of EECS, MIT
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TitleCited byYear
Señales y sistemas
AV Oppenheim, AS Willsky, SH Nawab
Pearson Educación, 1998
A survey of design methods for failure detection in dynamic systems
AS Willsky
Automatica 12 (6), 601-611, 1976
A sparse signal reconstruction perspective for source localization with sensor arrays
D Malioutov, M Cetin, AS Willsky
IEEE transactions on signal processing 53 (8), 3010-3022, 2005
Analytical redundancy and the design of robust failure detection systems
E Chow, A Willsky
IEEE Transactions on automatic control 29 (7), 603-614, 1984
The convex geometry of linear inverse problems
V Chandrasekaran, B Recht, PA Parrilo, AS Willsky
Foundations of Computational mathematics 12 (6), 805-849, 2012
Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification
A Tsai, A Yezzi, AS Willsky
Georgia Institute of Technology, 2001
A generalized likelihood ratio approach to the detection and estimation of jumps in linear systems
A Willsky, H Jones
IEEE Transactions on Automatic control 21 (1), 108-112, 1976
A shape-based approach to the segmentation of medical imagery using level sets
A Tsai, A Yezzi, W Wells III, C Tempany, D Tucker, A Fan, WE Grimson, ...
Georgia Institute of Technology, 2003
Rank-sparsity incoherence for matrix decomposition
V Chandrasekaran, S Sanghavi, PA Parrilo, AS Willsky
SIAM Journal on Optimization 21 (2), 572-596, 2011
MAP estimation via agreement on trees: message-passing and linear programming
MJ Wainwright, TS Jaakkola, AS Willsky
IEEE transactions on information theory 51 (11), 3697-3717, 2005
Nonparametric belief propagation
EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky
Communications of the ACM 53 (10), 95-103, 2010
Nonparametric belief propagation for self-localization of sensor networks
AT Ihler, JW Fisher, RL Moses, AS Willsky
IEEE Journal on Selected Areas in Communications 23 (4), 809-819, 2005
Failure detection and identification
MA Massoumnia, GC Verghese, AS Willsky
IEEE transactions on automatic control 34 (3), 316-321, 1989
A new class of upper bounds on the log partition function
MJ Wainwright, TS Jaakkola, AS Willsky
IEEE Transactions on Information Theory 51 (7), 2313-2335, 2005
Optimally robust redundancy relations for failure detection in uncertain systems
XC Lou, AS Willsky, GC Verghese
Automatica 22 (3), 333-344, 1986
The stochastic control of the F-8C aircraft using a multiple model adaptive control (MMAC) method--Part I: Equilibrium flight
M Athans, D Castanon, KP Dunn, C Greene, W Lee, N Sandell, A Willsky
IEEE Transactions on Automatic Control 22 (5), 768-780, 1977
Modeling and estimation of multiresolution stochastic processes
M Basseville, A Benveniste, KC Chou, SA Golden, R Nikoukhah, ...
IEEE Transactions on Information Theory 38 (2), 766-784, 1992
Latent variable graphical model selection via convex optimization
V Chandrasekaran, PA Parrilo, AS Willsky
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
Learning hierarchical models of scenes, objects, and parts
EB Sudderth, A Torralba, WT Freeman, AS Willsky
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 2 …, 2005
A statistical approach to snakes for bimodal and trimodal imagery
A Yezzi, A Tsai, A Willsky
Georgia Institute of Technology, 1999
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