About
Algorithms play an important role in the analysis of complex systems. The practical implementation of any procedure almost always depends on fast, stable and accurate algorithms.
The workshop concentrates on algorithms in the areas of statistical analysis under (shape) constraints, Bayesian procedures, image analysis and machine learning and will cover the latest advances in linear and quadratic programming, constrained maximization, sparse systems, differential equations in image analysis and simulation techniques.
The workshop brings together people from different areas which face common problems but approach them in different ways and have different algorithms. In this respect, its aims resemble those of the PASCAL funded workshop on Image Analysis and Inverse Problems held at EURANDOM in December 2006. The workshop was a great success and succeeded in its aim of cross-fertilization of methods and ideas.
Visit Workshop website here.
Videos
Complexity Penalised M-Estimation: Fast Exact Computation
Feb 18, 2024 8 views
Locally Analytic Schemes for Diffusion Filtering of Images
Dec 17, 2007 4454 views
Contour Enhancement and Completion via Left Invariant Evolution Equations on SE(...
Dec 17, 2007 3107 views
MCMC, SMC,... What next ?
Dec 17, 2007 14737 views
An alternative modeling for biological signaling networks
Dec 17, 2007 3085 views
Homeomorphic smoothing splines: monotonizing an unconstrained estimator in nonpa...
Dec 17, 2007 3814 views
Shape constraints and algorithms
Dec 17, 2007 3245 views
Singular Diffusion Equations: Minimally Stochastic Solution Schemes
Dec 17, 2007 3448 views
Adaptive procedures for FDR control in multiple testing
Dec 17, 2007 5178 views
Computation of the MLE for bivariate interval censored data
Dec 10, 2007 6186 views
Structural adaptive smoothing: Images, fMRI and DWI
Dec 10, 2007 3440 views
Stochastic chains with variable length memory and the algorithm Context
Dec 10, 2007 3882 views
Denoising and Dimension Reduction in Feature Space
Dec 10, 2007 5761 views
Wedgelet Partitions and Image Processing
Dec 10, 2007 6098 views
