Prof. Alan S Willsky
Professor of Electrical Engineering, Emeritus
Primary DLC
Department of Electrical Engineering and Computer Science
MIT Room:
32-D582
Areas of Interest and Expertise
Multiresolution Estimation and Imaging
Efficient Inference Algorithms for Graphical Models
Machine Learning and Nonparametric Methods for the Estimation of Graphical/Dynamic Structure for Complex Phenomena
Information Fusion for Sensor Networks
Level Set Methods for Segmentation
Estimation, Inference, Machine Learning, and Statistical Signal and Image Processing
Multiresolution Methods, Image Reconstruction, Large-Scale Data Assimilation and Multisensor Fusion, Computer Vision, and Graphical Models for Inference on Complex Phenomena
Application from a wide variety of fields, Including Low-Level Computer Vision and Segmentation, Medical Image Processing, Remote Sensing, Object Recognition and Sensor Networks
Efficient Inference Algorithms for Graphical Models
Machine Learning and Nonparametric Methods for the Estimation of Graphical/Dynamic Structure for Complex Phenomena
Information Fusion for Sensor Networks
Level Set Methods for Segmentation
Estimation, Inference, Machine Learning, and Statistical Signal and Image Processing
Multiresolution Methods, Image Reconstruction, Large-Scale Data Assimilation and Multisensor Fusion, Computer Vision, and Graphical Models for Inference on Complex Phenomena
Application from a wide variety of fields, Including Low-Level Computer Vision and Segmentation, Medical Image Processing, Remote Sensing, Object Recognition and Sensor Networks
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Projects
September 24, 2014Department of Electrical Engineering and Computer Science
Power Disaggregation
Principal Investigator Alan Willsky
October 13, 2009Department of Electrical Engineering and Computer ScienceInference and Statistical Data Processing
Principal Investigator Alan Willsky
October 28, 2008Department of Electrical Engineering and Computer ScienceProbabilistic and Information-Theoretic Methods for Enhanced Spatial Interpretation
Principal Investigator Alan Willsky
October 7, 2008Department of Electrical Engineering and Computer ScienceTractable Methods for Inference and Learning in Graphical Models
Principal Investigator Alan Willsky
October 7, 2008Department of Electrical Engineering and Computer ScienceNetwork-Constrained Decision Problems
Principal Investigator Alan Willsky
October 7, 2008Department of Electrical Engineering and Computer ScienceAnisotropy Characterization in Wide-Angle SAR Imaging Using Sparse Signal Approximation
Principal Investigator Alan Willsky
February 6, 1998Department of Electrical Engineering and Computer ScienceStochastic Systems Group (SSG)
Principal Investigator Alan Willsky