Machine Learning Group
Department of Mathematics and Computer Science - Saarland University

CODE

Nonlinear Eigenproblems

Balanced k-cuts (Matlab/C) (History)

Robust PCA (Matlab)

Community detection (Matlab/C)

Team formation based on densest subgraphs (Matlab/C)

Clustering based on normalized hypergraph cut (Matlab/C)

Constrained 1-Spectral Clustering (Matlab/C)

1-Spectral Clustering (Matlab/C)

Sparse PCA (Matlab)

The amplified commute kernel (Matlab)

Label Noise Correction

IPPD: Isotopic peak pattern deconvolution for Protein Mass Spectrometry by template matching
(Bioconductor R package)

Semi-supervised Regression using Hessian Energy (Matlab)

p-Spectral Clustering (Matlab/C - superceded by 1-spectral clustering)

Graph Demo (Matlab GUI)

Manifold Denoising (Matlab)

Intrinsic Dimensionality Estimation (Matlab/C)

A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching

Tensor Norm

Efficient Output Kernel Learning for Multiple Tasks (Matlab/C)