SIAM Journal on Optimization

Title Publication Date Language Citations
Computing Medians and Means in Hadamard Spaces2014/01/01English99
Global Search Based on Efficient Diagonal Partitions and a Set of Lipschitz Constants2006/01/01English98
Convergence of Best Entropy Estimates1991/05/01English97
Solving Mixed Integer Bilinear Problems Using MILP Formulations2013/01/01English97
Convergent Relaxations of Polynomial Optimization Problems with Noncommuting Variables2010/01/01English97
Convex Analysis on the Hermitian Matrices1996/02/01English95
Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning2015/01/01English95
Recursive Trust-Region Methods for Multiscale Nonlinear Optimization2008/01/01English94
A Numerical Study of the Limited Memory BFGS Method and the Truncated-Newton Method for Large Scale Optimization1991/08/01English94
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression2011/07/01English93
Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations with Random Sweeping2015/01/01English90
A Full-Newton Step O(n) Infeasible Interior-Point Algorithm for Linear Optimization2006/01/01English90
Regularization Methods for Semidefinite Programming2009/01/01English89
A New Method for Optimal Truss Topology Design1993/05/01English89
Accelerated, Parallel, and Proximal Coordinate Descent2015/01/01English89
A Three-Term Conjugate Gradient Method with Sufficient Descent Property for Unconstrained Optimization2011/01/01English89
Using Sampling and Simplex Derivatives in Pattern Search Methods2007/01/01English88
Optimal Primal-Dual Methods for a Class of Saddle Point Problems2014/01/01English88
Further Relaxations of the Semidefinite Programming Approach to Sensor Network Localization2008/01/01English88
On the Global Linear Convergence of the ADMM with MultiBlock Variables2015/01/01English87
On the Complexity of the Hybrid Proximal Extragradient Method for the Iterates and the Ergodic Mean2010/01/01English87
A Broyden Class of Quasi-Newton Methods for Riemannian Optimization2015/01/01English87
Constraint Qualifications for Convex Inequality Systems with Applications in Constrained Optimization2008/01/01English87
A Convergent 3-Block SemiProximal Alternating Direction Method of Multipliers for Conic Programming with 4-Type Constraints2015/01/01English86
Multiobjective Optimization Through a Series of Single-Objective Formulations2008/01/01English86
Rate of Convergence Analysis of Decomposition Methods Based on the Proximal Method of Multipliers for Convex Minimization2014/01/01English86
Second-Order Subdifferential Calculus with Applications to Tilt Stability in Optimization2012/01/01English85
Trace Norm Regularization: Reformulations, Algorithms, and Multi-Task Learning2010/01/01English85
Incorporating Condition Measures into the Complexity Theory of Linear Programming1995/08/01English85
An O$(\sqrtn L)$ Iteration Primal-dual Path-following Method, Based on Wide Neighborhoods and Large Updates, for Monotone LCP2005/01/01English85