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List of works by Alan S. Willsky

A Multiscale Approach to Sensor Fusion and the Solution of Linear Inverse Problems

A Tree-Based Context Model for Object Recognition

scientific article published on February 1, 2012

A nonparametric statistical method for image segmentation using information theory and curve evolution

scientific article published in October 2005

A recursive model-reduction method for approximate inference in Gaussian Markov random fields

scientific article published in January 2008

A state-space analysis for reconstruction of goal-directed movements using neural signals

scientific article published in October 2006

A unified variational approach to denoising and bias correction in MR.

scientific article published in July 2003

Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis

scholarly article by Venkat Chandrasekaran et al published 2008 in Advances in Neural Information Processing Systems 20

An EM algorithm for shape classification based on level sets

scientific article published in October 2005

Describing Visual Scenes using Transformed Dirichlet Processes

scientific article published in January 2006

Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation

Efficient Multiscale Sampling from Products of Gaussian Mixtures

scientific article published in January 2004

Exact MAP Estimates by (Hyper)tree Agreement

scientific article published in January 2003

High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions

scientific article published in January 2011

Inference with Minimal Communication: a Decision-Theoretic Variational Approach

scientific article published in January 2006

Learning the dynamics and time-recursive boundary detection of deformable objects.

scientific article published on November 2008

Linear programming analysis of loopy belief propagation for weighted matching

scientific article published in January 2008

Loop Series and Bethe Variational Bounds in Attractive Graphical Models

scientific article published in January 2008

MCMC curve sampling for image segmentation

scientific article published on 01 January 2007

Message Errors in Belief Propagation

scientific article published in January 2005

Message Passing for Max-weight Independent Set

scientific article published in January 2008

Nonparametric Bayesian Learning of Switching Linear Dynamical Systems

Sharing Features among Dynamical Systems with Beta Processes

scientific article published in January 2009

Signals & Systems

Statistical characterization of real-world illumination

scientific article published on 28 September 2004

The Convex Geometry of Linear Inverse Problems

scientific article published in 2012

Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles

Tree-based reparameterization for approximate inference on loopy graphs

Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation

scientific article published in January 2006