BCFWstruct is a Matlab implementation of the Block-Coordinate Frank-Wolfe solver for Structural SVMs. For more information about the algorithm please check our ICML 2013 paper.
LPQP for MPE inference
Code implementing the two LPQP algorithm variants introduced in our ICML 2012 paper. The code might also be useful if you just want to solve an entropy-augmented LP MAP relaxation (without the QP constraints). Includes MEX wrappers so that most of the C++ functionality can be used from within Matlab.
Label-Count Loss Augmented Inference
Implementation of the higher-order learning approach described in our AISTATS 2012 paper.
MEX MAP Inference
Simple MEX wrapper to perform MAP (sometimes also called MPE, for most probable explanation) inference for binary energies and pairwise graphs using maximum flow. The code for the actual inference is written by other people and you should consult the corresponding READMEs for questions about the copyright or how to appropriately cite their works in any of your publications.
Nonparametric Bayesian Biclustering
Nonparametric Baysian Biclustering with a Double Mixture Model. This work was carried out in parts during my master's thesis.
A collection of Matlab scripts to perform grid-search computations on a cluster. They can come handy if you have to evaluate say a Machine Learning algorithm for many different hyper-parameter settings or different cross-validation folds.
An example of how to use the package can be found on Github.