Alan S. Willsky
Alan S. Willsky
Professor of EECS, MIT
Verified email at
Cited by
Cited by
Signals & systems
AV Oppenheim, AS Willsky, SH Nawab, GM Hernández
Pearson Educación, 1997
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
IEEE transactions on Image Processing 10 (8), 1169-1186, 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
Rank-sparsity incoherence for matrix decomposition
V Chandrasekaran, S Sanghavi, PA Parrilo, AS Willsky
SIAM Journal on Optimization 21 (2), 572-596, 2011
A shape-based approach to the segmentation of medical imagery using level sets
A Tsai, A Yezzi, W Wells, C Tempany, D Tucker, A Fan, WE Grimson, ...
IEEE transactions on medical imaging 22 (2), 137-154, 2003
Nonparametric belief propagation and facial appearance estimation
EB Sudderth, AT Ihler, WT Freeman, AS Willsky
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 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
Latent variable graphical model selection via convex optimization
V Chandrasekaran, PA Parrilo, AS Willsky
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
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
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
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
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 nonparametric statistical method for image segmentation using information theory and curve evolution
J Kim, JW Fisher, A Yezzi, M Çetin, AS Willsky
IEEE Transactions on Image processing 14 (10), 1486-1502, 2005
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