| ACCELERATED METHODS FOR NONCONVEX OPTIMIZATION |
19 |
| CONVERGENCE RATES OF INERTIAL FORWARD-BACKWARD ALGORITHMS |
17 |
| STOCHASTIC PRIMAL-DUAL HYBRID GRADIENT ALGORITHM WITH ARBITRARY SAMPLING AND IMAGING APPLICATIONS |
16 |
| A HIGHLY EFFICIENT SEMISMOOTH NEWTON AUGMENTED LAGRANGIAN METHOD FOR SOLVING LASSO PROBLEMS |
14 |
| RELATIVELY SMOOTH CONVEX OPTIMIZATION BY FIRST-ORDER METHODS, AND APPLICATIONS |
11 |
| ON DETERMINISTIC REFORMULATIONS OF DISTRIBUTIONALLY ROBUST JOINT CHANCE CONSTRAINED OPTIMIZATION PROBLEMS |
10 |
| AMBIGUOUS CHANCE-CONSTRAINED BINARY PROGRAMS UNDER MEAN-COVARIANCE INFORMATION |
10 |
| A FIRST-ORDER PRIMAL-DUAL ALGORITHM WITH LINESEARCH |
10 |
| ACCELERATING THE BENDERS DECOMPOSITION METHOD: APPLICATION TO STOCHASTIC NETWORK DESIGN PROBLEMS |
10 |
| ON REPRESENTER THEOREMS AND CONVEX REGULARIZATION |
9 |
| COMPOSITE DIFFERENCE-MAX PROGRAMS FOR MODERN STATISTICAL ESTIMATION PROBLEMS |
9 |
| A SEQUENTIAL ALGORITHM FOR SOLVING NONLINEAR OPTIMIZATION PROBLEMS WITH CHANCE CONSTRAINTS |
9 |
| IQN: AN INCREMENTAL QUASI-NEWTON METHOD WITH LOCAL SUPERLINEAR CONVERGENCE RATE |
9 |
| OPTIMIZATION UNDER DECISION-DEPENDENT UNCERTAINTY |
9 |
| DOUBLE BUNDLE METHOD FOR FINDING CLARKE STATIONARY POINTS IN NONSMOOTH DC PROGRAMMING |
9 |
| UNIVERSAL REGULARIZATION METHODS: VARYING THE POWER, THE SMOOTHNESS AND THE ACCURACY |
9 |
| FIRST ORDER METHODS BEYOND CONVEXITY AND LIPSCHITZ GRADIENT CONTINUITY WITH APPLICATIONS TO QUADRATIC INVERSE PROBLEMS |
9 |
| SURPASSING GRADIENT DESCENT PROVABLY: A CYCLIC INCREMENTAL METHOD WITH LINEAR CONVERGENCE RATE |
8 |
| CONVERGENCE ANALYSIS OF SAMPLE AVERAGE APPROXIMATION OF TWO-STAGE STOCHASTIC GENERALIZED EQUATIONS |
8 |
| ANALYSIS OF OPTIMIZATION ALGORITHMS VIA INTEGRAL QUADRATIC CONSTRAINTS: NONSTRONGLY CONVEX PROBLEMS |
8 |
| A RIEMANNIAN BFGS METHOD WITHOUT DIFFERENTIATED RETRACTION FOR NONCONVEX OPTIMIZATION PROBLEMS |
7 |
| ADAPTIVE SAMPLING STRATEGIES FOR STOCHASTIC OPTIMIZATION |
7 |
| GENERALIZING THE OPTIMIZED GRADIENT METHOD FOR SMOOTH CONVEX MINIMIZATION |
7 |
| ANOTHER LOOK AT THE FAST ITERATIVE SHRINKAGE/THRESHOLDING ALGORITHM (FISTA) |
7 |
| A TWO-PHASE GRADIENT METHOD FOR QUADRATIC PROGRAMMING PROBLEMS WITH A SINGLE LINEAR CONSTRAINT AND BOUNDS ON THE VARIABLES |
7 |
| FORWARD-BACKWARD-HALF FORWARD ALGORITHM FOR SOLVING MONOTONE INCLUSIONS |
7 |
| FAST PROXIMAL METHODS VIA TIME SCALING OF DAMPED INERTIAL DYNAMICS |
7 |
| COMBINING PROGRESSIVE HEDGING WITH A FRANK-WOLFE METHOD TO COMPUTE LAGRANGIAN DUAL BOUNDS IN STOCHASTIC MIXED-INTEGER PROGRAMMING |
6 |
| ACCELERATED REGULARIZED NEWTON METHODS FOR MINIMIZING COMPOSITE CONVEX FUNCTIONS |
6 |
| STOCHASTIC MODEL-BASED MINIMIZATION OF WEAKLY CONVEX FUNCTIONS |
6 |
| AN OPTIMAL FIRST ORDER METHOD BASED ON OPTIMAL QUADRATIC AVERAGING |
6 |
| A NEW FIRST-ORDER ALGORITHMIC FRAMEWORK FOR OPTIMIZATION PROBLEMS WITH ORTHOGONALITY CONSTRAINTS |
6 |
| FORWARD-BACKWARD ENVELOPE FOR THE SUM OF TWO NONCONVEX FUNCTIONS: FURTHER PROPERTIES AND NONMONOTONE LINESEARCH ALGORITHMS |
6 |
| PROXIMAL MAPPING FOR SYMMETRIC PENALTY AND SPARSITY |
6 |
| MINIMIZATION BASED FORMULATIONS OF INVERSE PROBLEMS AND THEIR REGULARIZATION |
6 |
| NEAR-OPTIMAL BOUNDS FOR PHASE SYNCHRONIZATION |
6 |
| STOCHASTIC METHODS FOR COMPOSITE AND WEAKLY CONVEX OPTIMIZATION PROBLEMS |
5 |
| NONLINEAR CONJUGATE GRADIENT METHODS FOR VECTOR OPTIMIZATION |
5 |
| LINE SEARCH ALGORITHMS FOR LOCALLY LIPSCHITZ FUNCTIONS ON RIEMANNIAN MANIFOLDS |
5 |
| OPTIMAL CONVERGENCE RATES FOR NESTEROV ACCELERATION |
5 |
| QUASI-VARIATIONAL INEQUALITIES IN BANACH SPACES: THEORY AND AUGMENTED LAGRANGIAN METHOD |
5 |
| THE PROXIMAL POINT METHOD FOR LOCALLY LIPSCHITZ FUNCTIONS IN MULTIOBJECTIVE OPTIMIZATION WITH APPLICATION TO THE COMPROMISE PROBLEM |
5 |
| GLOBAL CONVERGENCE RATE OF PROXIMAL INCREMENTAL AGGREGATED GRADIENT METHODS |
5 |
| ON REGULARIZATION AND ACTIVE-SET METHODS WITH COMPLEXITY FOR CONSTRAINED OPTIMIZATION |
5 |
| COMPLEXITY ANALYSIS OF SECOND-ORDER LINE-SEARCH ALGORITHMS FOR SMOOTH NONCONVEX OPTIMIZATION |
5 |
| ON EFFICIENTLY SOLVING THE SUBPROBLEMS OF A LEVEL-SET METHOD FOR FUSED LASSO PROBLEMS |
5 |
| DERIVATIVE-FREE OPTIMIZATION OF NOISY FUNCTIONS VIA QUASI-NEWTON METHODS |
5 |
| THE MESH ADAPTIVE DIRECT SEARCH ALGORITHM FOR GRANULAR AND DISCRETE VARIABLES |
5 |
| PROXIMALLY GUIDED STOCHASTIC SUBGRADIENT METHOD FOR NONSMOOTH, NONCONVEX PROBLEMS |
5 |
| A SMOOTH PRIMAL-DUAL OPTIMIZATION FRAMEWORK FOR NONSMOOTH COMPOSITE CONVEX MINIMIZATION |
5 |
