Mathematical Programming

Papers
(The median citation count of Mathematical Programming is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)
ArticleCitations
Towards an optimal contention resolution scheme for matchings54
A characterization of maximal homogeneous-quadratic-free sets39
Multiplicative updates for symmetric-cone factorizations35
$$\mathcal {V}$$-polyhedral disjunctive cuts34
Linear convergence of an alternating polar decomposition method for low rank orthogonal tensor approximations32
Universal heavy-ball method for nonconvex optimization under Hölder continuous Hessians31
Affinely representable lattices, stable matchings, and choice functions31
A $$\nicefrac {4}{3}$$-approximation for the maximum leaf spanning arborescence problem in DAGs24
A projection-free method for solving convex bilevel optimization problems24
Efficient separation of RLT cuts for implicit and explicit bilinear terms24
Optimal methods for convex nested stochastic composite optimization24
The exact worst-case convergence rate of the alternating direction method of multipliers24
Primal methods for variational inequality problems with functional constraints22
Fast Augmented Lagrangian Method in the convex regime with convergence guarantees for the iterates22
Structural iterative rounding for generalized k-median problems22
Weak notions of nondegeneracy in nonlinear semidefinite programming21
Optimal and parameter-free gradient minimization methods for convex and nonconvex optimization21
Shapes and recession cones in mixed-integer convex representability21
A cutting-plane and benders’ decomposition algorithm for two-stage distributionally robust convex programs20
Constrained optimization of rank-one functions with indicator variables20
Sum-of-squares relaxations for polynomial min–max problems over simple sets20
Subgradient ellipsoid method for nonsmooth convex problems20
Fixed parameter approximation scheme for min-max k-cut19
Polyhedral properties of RLT relaxations of nonconvex quadratic programs and their implications on exact relaxations19
Tropical medians by transportation19
Preference ambiguity and robustness in multistage decision making18
Stochastic algorithms with geometric step decay converge linearly on sharp functions18
New notions of simultaneous diagonalizability of quadratic forms with applications to QCQPs17
Correction to: The ancestral Benders’ cutting-plane algorithm with multi-term disjunctions for mixed-integer recourse decisions in stochastic programming17
A minimal face constant rank constraint qualification for reducible conic programming17
Polyhedral Newton-min algorithms for complementarity problems17
A new perspective on low-rank optimization16
Exact computation of an error bound for the balanced linear complementarity problem with unique solution15
The computational complexity of finding stationary points in non-convex optimization15
A primal-dual extension of the Goemans–Williamson algorithm for the weighted fractional cut-covering problem14
Stochastic algorithms for large-scale composite optimization: the case of likelihood maximization for X-FEL imaging14
Homogeneous second-order descent framework: a fast alternative to Newton-type methods14
A linear time algorithm for linearizing quadratic and higher-order shortest path problems13
Getting to the root of the problem: sums of squares for limits of trees13
A quadratically convergent semismooth Newton method for nonlinear semidefinite programming without generalized Jacobian regularity13
Decomposition of probability marginals for security games in max-flow/min-cut systems13
The Boosted Double-proximal Subgradient Algorithm for nonconvex optimization13
A trust region method for noisy unconstrained optimization13
Exact worst-case convergence rates of gradient descent: a complete analysis for all constant stepsizes over nonconvex and convex functions12
On the resolution of cross-liabilities12
Solving sparse principal component analysis with global support12
Special Issue: International Symposium on Mathematical Programming 202212
Relaxations and duality for multiobjective integer programming12
Better-than-$$\frac{4}{3}$$-approximations for leaf-to-leaf tree and connectivity augmentation12
Sample average approximation with heavier tails II: localization in stochastic convex optimization and persistence results for the Lasso12
Operator convexity along lines, self-concordance, and sandwiched Rényi entropies11
Faster margin maximization rates for generic and adversarially robust optimization methods11
Facial reduction for symmetry reduced semidefinite and doubly nonnegative programs11
A simple and fast linear-time algorithm for divisor methods of apportionment11
Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems10
The effect of smooth parametrizations on nonconvex optimization landscapes10
A zonogon approach for computing small convex polygons of maximum perimeter10
On tractability, complexity, and mixed-integer convex programming representability of distributionally favorable optimization10
Low-rank optimization on Tucker tensor varieties10
Unifying mirror descent and dual averaging10
A Randomized Linearly Convergent Frank-Wolfe-type Method for Smooth Convex Minimization over the Spectrahedron10
Accelerated first-order methods for a class of semidefinite programs10
LP-based approximations for disjoint bilinear and two-stage adjustable robust optimization10
Quantitative Indicators for Strength of Inequalities with Respect to a Polyhedron10
Machine learning augmented branch and bound for mixed integer linear programming9
A Hessian-aware stochastic differential equation for modelling SGD9
On the stationarity for nonlinear optimization problems with polyhedral constraints9
Inexact subgradient methods for semialgebraic functions9
New lower bounds on crossing numbers of $$K_{m,n}$$ from semidefinite programming9
A continuous approximation model for the electric vehicle fleet sizing problem9
Inapproximability of shortest paths on perfect matching polytopes9
Integer points in arbitrary convex cones: the case of the PSD and SOC cones9
Low-rank mirror-prox methods for nonsmooth and low-rank matrix optimization problems9
Fast Combinatorial Algorithms for Efficient Sortation9
A gradient sampling algorithm for stratified maps with applications to topological data analysis8
Primal-dual proximal bundle and conditional gradient methods for convex problems8
Quantifying low rank approximations of third order symmetric tensors8
Hyperbolicity cones are amenable8
Cut-sufficient directed 2-commodity multiflow topologies8
Fairness over time in dynamic resource allocation with an application in healthcare8
Stochastic Bregman Proximal Gradient Method Revisited: Kernel Conditioning and Painless Variance Reduction8
Zeroth-order optimization with orthogonal random directions8
$$\mathbf {2\times 2}$$-Convexifications for convex quadratic optimization with indicator variables8
Online bipartite matching in the probe-commit model8
Geometry of vectorial martingale optimal transportations and duality8
Sample complexity analysis for adaptive optimization algorithms with stochastic oracles8
Efficient branching rules for optimizing range and order-based objective functions7
A graph-based decomposition method for convex quadratic optimization with indicators7
The mixed integer trust region problem7
Publisher Correction to: Lyapunov stability of the subgradient method with constant step size7
Complexity of trust-region methods with potentially unbounded Hessian approximations for smooth and nonsmooth optimization7
Lipschitz minimization and the Goldstein modulus7
Advances on strictly $$\Delta $$-modular IPs7
Matrix discrepancy and the log-rank conjecture7
The two-stripe symmetric circulant TSP is in P7
A novel reformulation for the single-sink fixed-charge transportation problem7
Simple and fast algorithm for binary integer and online linear programming7
Resolvent splitting for sums of monotone operators with minimal lifting7
Strongly-polynomial time and validation analysis of policy gradient methods7
Vertex downgrading to minimize connectivity7
On the partial convexification for low-rank spectral optimization: rank bounds and algorithms7
Swarm gradient dynamics for global optimization: the mean-field limit case7
An inexact projected gradient method with rounding and lifting by nonlinear programming for solving rank-one semidefinite relaxation of polynomial optimization7
A parametric approach for solving convex quadratic optimization with indicators over trees7
Non-asymptotic global convergence rates of BFGS with exact line search7
Error bounds, facial residual functions and applications to the exponential cone7
On the directional asymptotic approach in optimization theory7
A Reliability Theory of Compromise Decisions for Large-Scale Stochastic Programs7
Capacitated facility location with outliers and uniform facility costs6
On circuit diameter bounds via circuit imbalances6
Finding global minima via kernel approximations6
An abstract model for branch and cut6
Level constrained first order methods for function constrained optimization6
Optimization of trigonometric polynomials with crystallographic symmetry and spectral bounds for set avoiding graphs6
Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints6
Robust Stackelberg Equilibria6
Frank–Wolfe-type methods for a class of nonconvex inequality-constrained problems6
Nonsmooth nonconvex–nonconcave minimax optimization: Primal–dual balancing and iteration complexity analysis6
Branch-and-bound performance estimation programming: a unified methodology for constructing optimal optimization methods6
On the strength of Burer’s lifted convex relaxation to quadratic programming with ball constraints6
Learning and decision-making with data : optimal formulations and phase transitions6
Bounding the optimal number of policies for robust K-Adaptability6
Graphical designs and gale duality6
The density of planar sets avoiding unit distances6
A convergence analysis of the price of anarchy in atomic congestion games6
Gradient regularization of Newton method with Bregman distances5
Total dual dyadicness and dyadic generating sets5
Complexity guarantees for an implicit smoothing-enabled method for stochastic MPECs5
A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds5
Beyond minimax optimality: A subgame perfect gradient method5
Phragmén’s voting methods and justified representation5
Cutoff stability under distributional constraints with an application to summer internship matching5
Lower bounds for non-convex stochastic optimization5
Minimizing Quasi-Self-Concordant Functions by Gradient Regularization of Newton Method5
A normal fan projection algorithm for low-rank optimization5
An elementary approach to tight worst case complexity analysis of gradient based methods5
Lyapunov stability of the subgradient method with constant step size5
Assortment optimization with visibility constraints5
A second-order cone representable class of nonconvex quadratic programs5
Intersecting and dense restrictions of clutters in polynomial time5
Correction: Efficient Kirszbraun extension with applications to regression5
A Practical and Optimal First-Order Method for Large-Scale Convex Quadratic Programming4
An online convex optimization-based framework for convex bilevel optimization4
Exponential Lower Bounds for Many Pivot Rules for the Simplex Method4
Inequality constrained stochastic nonlinear optimization via active-set sequential quadratic programming4
Smooth over-parameterized solvers for non-smooth structured optimization4
On the maximal number of columns of a $$\Delta $$-modular integer matrix: bounds and computations4
Short-step methods are not strongly polynomial-time4
Finding almost tight witness trees4
On Opial’s Lemma4
Sharper exponential convergence rates for Sinkhorn’s algorithm in continuous settings4
A characterization for tightness of the sparse Moment-SOS hierarchy4
Breakdown points of Fermat–Weber problems under gauge distances4
Disjunctive cuts in Mixed-Integer Conic Optimization4
Designing tractable piecewise affine policies for multi-stage adjustable robust optimization4
Quadratic-form optimal transport4
Neighborhood persistency of the linear optimization relaxation of integer linear optimization4
New characterizations of strategy-proofness under single-peakedness4
Submodular maximization of concave utility functions composed with a set-union operator with applications to maximal covering location problems4
Scalable subspace methods for derivative-free nonlinear least-squares optimization4
Optimizing distortion riskmetrics with distributional uncertainty4
Level proximal subdifferential, variational convexity, and pointwise quadratic approximation4
A PTAS for the horizontal rectangle stabbing problem4
A new integer programming formulation of the graphical traveling salesman problem4
Convex envelopes of bounded monomials on two-variable cones4
Optimizing for strategy diversity in the design of video games4
Some primal-dual theory for subgradient methods for strongly convex optimization4
Constant-competitiveness for random assignment Matroid secretary without knowing the Matroid3
On the complexity of separating cutting planes for the knapsack polytope3
Fair division of graphs and of tangled cakes3
Characterization of matrices with bounded Graver bases and depth parameters and applications to integer programming3
Provable non-accelerations of the heavy-ball method3
Pairwise-independent contention resolution3
Branch-and-bound for integer D-optimality with fast local search and variable-bound tightening3
Apportionment with parity constraints3
Correction: Regular packing of rooted hyperforests with root constraints in hypergraphs3
Worst-case complexity of an SQP method for nonlinear equality constrained stochastic optimization3
A fast combinatorial algorithm for the bilevel knapsack problem with interdiction constraints3
Distributional utility preference robust optimization models in multi-attribute decision making3
Complexity of chordal conversion for sparse semidefinite programs with small treewidth3
Sparsity and proximity transference in integer programming3
Recycling valid inequalities for robust combinatorial optimization with budgeted uncertainty3
Properties of two-stage stochastic multi-objective linear programs3
Solving nonconvex optimization problems using outer approximations of the set-copositive cone3
Competitive kill-and-restart and preemptive strategies for non-clairvoyant scheduling3
Graphs with $$G^p$$-connected medians3
An adaptive stochastic sequential quadratic programming with differentiable exact augmented lagrangians3
Convergence rates for sums-of-squares hierarchies with correlative sparsity3
Generalized Nash equilibrium problems with mixed-integer variables3
New valid inequalities and formulations for the static joint Chance-constrained Lot-sizing problem3
k-median: exact recovery in the extended stochastic ball model3
Adjustable robust nonlinear network design without controllable elements under load scenario uncertainties3
Global optimization using random embeddings3
Polynomial-time algorithms for multimarginal optimal transport problems with structure3
Optimal algorithms for differentially private stochastic monotone variational inequalities and saddle-point problems3
Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis3
High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise3
Accelerating inexact successive quadratic approximation for regularized optimization through manifold identification3
Adjustability in robust linear optimization3
Deterministic enumeration of all minimum cut-sets and k-cut-sets in hypergraphs for fixed k3
Radial duality part I: foundations3
Convex hulls of monomial curves, and a sparse positivstellensatz3
A new complexity metric for nonconvex rank-one generalized matrix completion3
Information complexity of mixed-integer convex optimization3
Principled analyses and design of first-order methods with inexact proximal operators3
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms3
Optimal item pricing in online combinatorial auctions3
McCormick envelopes in mixed-integer PDE-constrained optimization3
Tight lower bounds for block-structured integer programs3
Stabilization of capacitated matching games3
FISTA is an automatic geometrically optimized algorithm for strongly convex functions3
Stochastic and incremental subgradient methods for convex optimization on Hadamard spaces3
First- and second-order high probability complexity bounds for trust-region methods with noisy oracles3
Correction: Global convergence of the gradient method for functions definable in o-minimal structures3
Robust convex optimization: A new perspective that unifies and extends3
Special Issue: Integer Programming and Combinatorial Optimization (IPCO) 20222
The augmented Lagrangian method can approximately solve convex optimization with least constraint violation2
Efficient joint object matching via linear programming2
(Near)-Optimal algorithms for sparse separable convex integer programs2
A theoretical and computational analysis of full strong-branching2
Hyperparameter tuning via trajectory predictions: stochastic prox-linear methods in matrix sensing2
Trace ratio optimization with an application to multi-view learning2
Fast convergence to non-isolated minima: four equivalent conditions for $${\textrm{C}^{2}}$$ functions2
Publisher Correction to: A new perspective on low-rank optimization2
Online combinatorial assignment in independence systems2
Optimal gradient tracking for decentralized optimization2
Branch-and-bound solves random binary IPs in poly(n)-time2
A first order method for linear programming parameterized by circuit imbalance2
Dyadic linear programming and extensions2
Truthful ownership transfer with expert advice2
Neural spectrahedra and semidefinite lifts: global convex optimization of degree-two polynomial activation neural networks in polynomial-time2
Network flow problems with electric vehicles2
Nonsmooth convex–concave saddle point problems with cardinality penalties2
Exploiting ideal-sparsity in the generalized moment problem with application to matrix factorization ranks2
Towards explicit superlinear convergence rate for SR12
Sparse approximation in lattices and semigroups2
Sensitivity analysis for mixed binary quadratic programming2
Convergence in distribution of randomized algorithms: the case of partially separable optimization2
FPT algorithms for a special block-structured integer program with applications in scheduling2
State polynomials: positivity, optimization and nonlinear Bell inequalities2
Optimizing over path-length matrices of unrooted binary trees2
Discrete potential mean field games: duality and numerical resolution2
The Price of Adaptivity in Stochastic Convex Optimization2
Residuals-based distributionally robust optimization with covariate information2
Truly asymptotic lower bounds for online vector bin packing2
On the correlation gap of matroids2
ALSO-X#: better convex approximations for distributionally robust chance constrained programs2
Homogenization of SGD in high-dimensions: exact dynamics and generalization properties2
Mean–semideviation–based distributionally robust learning with weakly convex losses: convergence rates and finite-sample guarantees2
Hessian averaging in stochastic Newton methods achieves superlinear convergence2
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