SIAM Journal on Optimization

Title Publication Date Language Citations
A Semismooth Newton Stochastic Proximal Point Algorithm with Variance Reduction2024/03/26English
Safe and Verified Gomory Mixed-Integer Cuts in a Rational Mixed-Integer Program Framework2024/02/16English
Basic Convex Analysis in Metric Spaces with Bounded Curvature2024/01/19English
A Decomposition Algorithm for Two-Stage Stochastic Programs with Nonconvex Recourse Functions2024/01/19English
Descent Properties of an Anderson Accelerated Gradient Method with Restarting2024/01/19English
Distributionally Favorable Optimization: A Framework for Data-Driven Decision-Making with Endogenous Outliers2024/01/29English
Bayesian Stochastic Gradient Descent for Stochastic Optimization with Streaming Input Data2024/01/25English
The Splitting Algorithms by Ryu, by Malitsky–Tam, and by Campoy Applied to Normal Cones of Linear Subspaces Converge Strongly to the Projection onto the Intersection2023/06/12English
Dual Ascent and Primal-Dual Algorithms for Infinite-Horizon Nonstationary Markov Decision Processes2023/07/13English
Normal Cones Intersection Rule and Optimality Analysis for Low-Rank Matrix Optimization with Affine Manifolds2023/07/12English
A Decomposition Augmented Lagrangian Method for Low-Rank Semidefinite Programming2023/07/12English
Fréchet Second-Order Subdifferentials of Lagrangian Functions and Optimality Conditions2023/06/16English
Graph Topology Invariant Gradient and Sampling Complexity for Decentralized and Stochastic Optimization2023/07/28English
Rational Generalized Nash Equilibrium Problems2023/07/27English
A Systematic Approach to Lyapunov Analyses of Continuous-Time Models in Convex Optimization2023/07/26English
Certifying the Absence of Spurious Local Minima at Infinity2023/07/13English
Strong Convergence for the Alternating Halpern–Mann Iteration in CAT(0) Spaces2023/06/16English
Survey Descent: A Multipoint Generalization of Gradient Descent for Nonsmooth Optimization2023/01/19English
Reducing the Complexity of Two Classes of Optimization Problems by Inexact Accelerated Proximal Gradient Method2023/01/19English
On Enhanced KKT Optimality Conditions for Smooth Nonlinear Optimization2024/04/17English
A Copositive Framework for Analysis of Hybrid Ising-Classical Algorithms2024/04/15English
Weighted Geometric Mean, Minimum Mediated Set, and Optimal Simple Second-Order Cone Representation2024/04/16English
Accelerating Primal-Dual Methods for Regularized Markov Decision Processes2024/02/20English
Convergence Properties of an Objective-Function-Free Optimization Regularization Algorithm, Including an \(\boldsymbol{\mathcal{O}(\epsilon^{-3/2})}\) Complexity Bound2023/07/28English
PCA Sparsified2023/08/09English
Exponential Convergence of Sum-of-Squares Hierarchies for Trigonometric Polynomials2023/08/11English
Existence of Solutions for Deterministic Bilevel Games under a General Bayesian Approach2023/08/30English
Accelerated First-Order Methods for Convex Optimization with Locally Lipschitz Continuous Gradient2023/08/30English
Block Policy Mirror Descent2023/08/30English
Constrained Optimization in the Presence of Noise2023/08/10English