Optimality conditions and duality theory for minimizing sums of the largest eigenvalues of symmetric matrices

.879-approximation algorithms for MAX CUT and MAX 2SAT

STOC '94 Proceedings of the twenty-sixth annual ACM symposium on Theory of computing

Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming

Journal of the ACM (JACM)

The Clarke and Michel-Penot Subdifferentials of the Eigenvalues of a Symmetric Matrix

Computational Optimization and Applications - Special issue on computational optimization—a tribute to Olvi Mangasarian, part II

Shock Graphs and Shape Matching

International Journal of Computer Vision

Optimal Hoffman-Type Estimates in Eigenvalue and Semidefinite Inequality Constraints

Journal of Global Optimization

Graph-theoretical methods in computer vision

Theoretical aspects of computer science

A Unified Framework for Indexing and Matching Hierarchical Shape Structures

IWVF-4 Proceedings of the 4th International Workshop on Visual Form

Graph-Theoretical Methods in Computer Vision

Theoretical Aspects of Computer Science, Advanced Lectures [First Summer School on Theoretical Aspects of Computer Science, Tehran, Iran, July 2000]

Semidefinite programming for discrete optimization and matrix completion problems

Discrete Applied Mathematics

Randomized gossip algorithms

IEEE/ACM Transactions on Networking (TON) - Special issue on networking and information theory

Distributed average consensus with least-mean-square deviation

Journal of Parallel and Distributed Computing

Learning Spectral Clustering, With Application To Speech Separation

The Journal of Machine Learning Research

Smoothing method for minimizing the sum of the r largest functions

Optimization Methods & Software

Supervised dimensionality reduction via sequential semidefinite programming

Pattern Recognition

A convex formulation for learning shared structures from multiple tasks

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Linear dimensionality reduction for multi-label classification

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

A convex programming approach to the trace quotient problem

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II

Minimizing the Condition Number of a Gram Matrix

SIAM Journal on Optimization

A Sequential Semismooth Newton Method for the Nearest Low-rank Correlation Matrix Problem

SIAM Journal on Optimization