Alan S. Willsky
Alan S. Willsky
Professor of EECS, MIT
Verified email at
Cited by
Cited by
Active contours without edges
TF Chan, LA Vese
IEEE Transactions on image processing 10 (2), 266-277, 2001
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
EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky
Communications of the ACM 53 (10), 95-103, 2010
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
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
Latent variable graphical model selection via convex optimization
V Chandrasekaran, PA Parrilo, AS Willsky
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
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
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