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
·
4437 views

Adaptive procedures for FDR control in multiple testing
Dec 17, 2007
·
5157 views

MCMC, SMC,... What next ?
Dec 17, 2007
·
14707 views

Homeomorphic smoothing splines: monotonizing an unconstrained estimator in nonpa...
Dec 17, 2007
·
3804 views

An alternative modeling for biological signaling networks
Dec 17, 2007
·
3066 views

Contour Enhancement and Completion via Left Invariant Evolution Equations on SE(...
Dec 17, 2007
·
3096 views

Shape constraints and algorithms
Dec 17, 2007
·
3234 views

Singular Diffusion Equations: Minimally Stochastic Solution Schemes
Dec 17, 2007
·
3434 views

Structural adaptive smoothing: Images, fMRI and DWI
Dec 10, 2007
·
3420 views

Computation of the MLE for bivariate interval censored data
Dec 10, 2007
·
6170 views

Denoising and Dimension Reduction in Feature Space
Dec 10, 2007
·
5736 views

Wedgelet Partitions and Image Processing
Dec 10, 2007
·
6080 views

Stochastic chains with variable length memory and the algorithm Context
Dec 10, 2007
·
3859 views