A finite algorithm for finding the projection of a point onto the Canonical simplex of Rn

Convex Separable Minimization Subject to Bounded Variables

Computational Optimization and Applications

Convex Multi-class Image Labeling by Simplex-Constrained Total Variation

SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision

Surfing the blogosphere: optimal personalized strategies for searching the web

INFOCOM'10 Proceedings of the 29th conference on Information communications

A fast procedure for calculating importance weights in bootstrap sampling

Computational Statistics & Data Analysis

Convex relaxation for multilabel problems with product label spaces

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V

Optimal Partitions for Eigenvalues

SIAM Journal on Scientific Computing

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

Journal of Mathematical Imaging and Vision

Evaluation of a first-order primal-dual algorithm for MRF energy minimization

EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition

Curvature regularity for multi-label problems - standard and customized linear programming

EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition

Fast Projections onto l1,q-norm balls for grouped feature selection

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III

Distributed rating prediction in user generated content streams

Proceedings of the fifth ACM conference on Recommender systems

Augmented Lagrangian Method for Total Variation Based Image Restoration and Segmentation Over Triangulated Surfaces

Journal of Scientific Computing

Clustering for bioinformatics via matrix optimization

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine

A fuzzy neural approach to design of a Wiener printer model incorporated into model-based digital halftoning

Applied Soft Computing

Objective Bayesian analysis for the normal compositional model

Computational Statistics & Data Analysis

Efficient minimization of the non-local potts model

SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision

Finding flow equilibrium with projective methods with decomposition and route generation

Automation and Remote Control

Continuous Multiclass Labeling Approaches and Algorithms

SIAM Journal on Imaging Sciences

Sparse activity and sparse connectivity in supervised learning

The Journal of Machine Learning Research

Similarity-based clustering by left-stochastic matrix factorization

The Journal of Machine Learning Research

Multi-class Transductive Learning Based on ℓ1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model

Journal of Mathematical Imaging and Vision