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 2022-05-01 to 2026-05-01.)
ArticleCitations
Towards an optimal contention resolution scheme for matchings53
A characterization of maximal homogeneous-quadratic-free sets37
Multiplicative updates for symmetric-cone factorizations35
$$\mathcal {V}$$-polyhedral disjunctive cuts32
Linear convergence of an alternating polar decomposition method for low rank orthogonal tensor approximations31
On the integrality gap of binary integer programs with Gaussian data31
The exact worst-case convergence rate of the alternating direction method of multipliers29
Efficient separation of RLT cuts for implicit and explicit bilinear terms24
Universal heavy-ball method for nonconvex optimization under Hölder continuous Hessians24
Bound-constrained global optimization of functions with low effective dimensionality using multiple random embeddings24
Affinely representable lattices, stable matchings, and choice functions24
A projection-free method for solving convex bilevel optimization problems24
Optimal methods for convex nested stochastic composite optimization22
Structural iterative rounding for generalized k-median problems21
Fast Augmented Lagrangian Method in the convex regime with convergence guarantees for the iterates21
A $$\nicefrac {4}{3}$$-approximation for the maximum leaf spanning arborescence problem in DAGs20
Shapes and recession cones in mixed-integer convex representability20
Primal methods for variational inequality problems with functional constraints20
Weak notions of nondegeneracy in nonlinear semidefinite programming19
Constrained optimization of rank-one functions with indicator variables19
Sum-of-squares relaxations for polynomial min–max problems over simple sets19
Optimal and parameter-free gradient minimization methods for convex and nonconvex optimization19
A cutting-plane and benders’ decomposition algorithm for two-stage distributionally robust convex programs19
Stochastic algorithms with geometric step decay converge linearly on sharp functions18
A minimal face constant rank constraint qualification for reducible conic programming18
Subgradient ellipsoid method for nonsmooth convex problems18
Polyhedral Newton-min algorithms for complementarity problems18
Correction to: Equilibrium computation in resource allocation games17
Fixed parameter approximation scheme for min-max k-cut16
New notions of simultaneous diagonalizability of quadratic forms with applications to QCQPs16
Correction to: The ancestral Benders’ cutting-plane algorithm with multi-term disjunctions for mixed-integer recourse decisions in stochastic programming16
Polyhedral properties of RLT relaxations of nonconvex quadratic programs and their implications on exact relaxations15
Tropical medians by transportation15
A linear time algorithm for linearizing quadratic and higher-order shortest path problems14
Preference ambiguity and robustness in multistage decision making14
The computational complexity of finding stationary points in non-convex optimization14
A new perspective on low-rank optimization14
The Boosted Double-proximal Subgradient Algorithm for nonconvex optimization13
A quadratically convergent semismooth Newton method for nonlinear semidefinite programming without generalized Jacobian regularity13
Exact computation of an error bound for the balanced linear complementarity problem with unique solution12
Homogeneous second-order descent framework: a fast alternative to Newton-type methods12
Stochastic algorithms for large-scale composite optimization: the case of likelihood maximization for X-FEL imaging12
A trust region method for noisy unconstrained optimization12
Decomposition of probability marginals for security games in max-flow/min-cut systems12
Getting to the root of the problem: sums of squares for limits of trees12
A primal-dual extension of the Goemans–Williamson algorithm for the weighted fractional cut-covering problem12
Sample average approximation with heavier tails II: localization in stochastic convex optimization and persistence results for the Lasso11
How many matchings cover the nodes of a graph?11
Solving sparse principal component analysis with global support11
Better-than-$$\frac{4}{3}$$-approximations for leaf-to-leaf tree and connectivity augmentation11
Special Issue: International Symposium on Mathematical Programming 202211
On the resolution of cross-liabilities11
Faster margin maximization rates for generic and adversarially robust optimization methods10
Operator convexity along lines, self-concordance, and sandwiched Rényi entropies10
The effect of smooth parametrizations on nonconvex optimization landscapes10
Relaxations and duality for multiobjective integer programming10
Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems10
Facial reduction for symmetry reduced semidefinite and doubly nonnegative programs10
A simple and fast linear-time algorithm for divisor methods of apportionment10
Accelerated first-order methods for a class of semidefinite programs10
On tractability, complexity, and mixed-integer convex programming representability of distributionally favorable optimization9
A Randomized Linearly Convergent Frank-Wolfe-type Method for Smooth Convex Minimization over the Spectrahedron9
A zonogon approach for computing small convex polygons of maximum perimeter9
Low-rank optimization on Tucker tensor varieties9
Quantitative Indicators for Strength of Inequalities with Respect to a Polyhedron9
Low-rank mirror-prox methods for nonsmooth and low-rank matrix optimization problems9
Analysis of the Frank–Wolfe method for convex composite optimization involving a logarithmically-homogeneous barrier9
LP-based approximations for disjoint bilinear and two-stage adjustable robust optimization9
A continuous approximation model for the electric vehicle fleet sizing problem9
New lower bounds on crossing numbers of $$K_{m,n}$$ from semidefinite programming9
On the stationarity for nonlinear optimization problems with polyhedral constraints9
Unifying mirror descent and dual averaging9
Inapproximability of shortest paths on perfect matching polytopes8
Fast Combinatorial Algorithms for Efficient Sortation8
Cut-sufficient directed 2-commodity multiflow topologies8
A gradient sampling algorithm for stratified maps with applications to topological data analysis8
A Hessian-aware stochastic differential equation for modelling SGD8
Integer points in arbitrary convex cones: the case of the PSD and SOC cones8
Geometry of vectorial martingale optimal transportations and duality8
Online bipartite matching in the probe-commit model8
Inexact subgradient methods for semialgebraic functions8
Machine learning augmented branch and bound for mixed integer linear programming8
Primal-dual proximal bundle and conditional gradient methods for convex problems8
On the partial convexification for low-rank spectral optimization: rank bounds and algorithms7
Zeroth-order optimization with orthogonal random directions7
Fairness over time in dynamic resource allocation with an application in healthcare7
A graph-based decomposition method for convex quadratic optimization with indicators7
The two-stripe symmetric circulant TSP is in P7
An inexact projected gradient method with rounding and lifting by nonlinear programming for solving rank-one semidefinite relaxation of polynomial optimization7
Stochastic Bregman Proximal Gradient Method Revisited: Kernel Conditioning and Painless Variance Reduction7
Capacitated facility location with outliers and uniform facility costs7
$$\mathbf {2\times 2}$$-Convexifications for convex quadratic optimization with indicator variables7
The mixed integer trust region problem7
Swarm gradient dynamics for global optimization: the mean-field limit case7
Matrix discrepancy and the log-rank conjecture7
Efficient branching rules for optimizing range and order-based objective functions7
A novel reformulation for the single-sink fixed-charge transportation problem7
Sample complexity analysis for adaptive optimization algorithms with stochastic oracles7
Hyperbolicity cones are amenable7
Quantifying low rank approximations of third order symmetric tensors7
Simple and fast algorithm for binary integer and online linear programming7
Level constrained first order methods for function constrained optimization6
Resolvent splitting for sums of monotone operators with minimal lifting6
A parametric approach for solving convex quadratic optimization with indicators over trees6
Publisher Correction to: Lyapunov stability of the subgradient method with constant step size6
Complexity of trust-region methods with potentially unbounded Hessian approximations for smooth and nonsmooth optimization6
Graphical designs and gale duality6
Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints6
Lipschitz minimization and the Goldstein modulus6
On the strength of Burer’s lifted convex relaxation to quadratic programming with ball constraints6
Frank–Wolfe-type methods for a class of nonconvex inequality-constrained problems6
The density of planar sets avoiding unit distances6
A convergence analysis of the price of anarchy in atomic congestion games6
Error bounds, facial residual functions and applications to the exponential cone6
Vertex downgrading to minimize connectivity6
Optimization of trigonometric polynomials with crystallographic symmetry and spectral bounds for set avoiding graphs6
Advances on strictly $$\Delta $$-modular IPs6
An abstract model for branch and cut6
A Reliability Theory of Compromise Decisions for Large-Scale Stochastic Programs6
Learning and decision-making with data : optimal formulations and phase transitions6
Strongly-polynomial time and validation analysis of policy gradient methods6
On the directional asymptotic approach in optimization theory6
Branch-and-bound performance estimation programming: a unified methodology for constructing optimal optimization methods6
Non-asymptotic global convergence rates of BFGS with exact line search5
Robust Stackelberg Equilibria5
Cutoff stability under distributional constraints with an application to summer internship matching5
Total dual dyadicness and dyadic generating sets5
Complexity guarantees for an implicit smoothing-enabled method for stochastic MPECs5
Intersecting and dense restrictions of clutters in polynomial time5
Exponential Lower Bounds for Many Pivot Rules for the Simplex Method5
Phragmén’s voting methods and justified representation5
On circuit diameter bounds via circuit imbalances5
Bounding the optimal number of policies for robust K-Adaptability5
Lyapunov stability of the subgradient method with constant step size5
A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds5
Assortment optimization with visibility constraints5
An elementary approach to tight worst case complexity analysis of gradient based methods5
On the maximal number of columns of a $$\Delta $$-modular integer matrix: bounds and computations5
Nonsmooth nonconvex–nonconcave minimax optimization: Primal–dual balancing and iteration complexity analysis5
Minimizing Quasi-Self-Concordant Functions by Gradient Regularization of Newton Method5
Finding global minima via kernel approximations5
Lower bounds for non-convex stochastic optimization5
Gradient regularization of Newton method with Bregman distances5
A normal fan projection algorithm for low-rank optimization5
Correction: Efficient Kirszbraun extension with applications to regression5
Inequality constrained stochastic nonlinear optimization via active-set sequential quadratic programming4
Some primal-dual theory for subgradient methods for strongly convex optimization4
Quadratic-form optimal transport4
Disjunctive cuts in Mixed-Integer Conic Optimization4
Beyond minimax optimality: A subgame perfect gradient method4
A PTAS for the horizontal rectangle stabbing problem4
Submodular maximization of concave utility functions composed with a set-union operator with applications to maximal covering location problems4
Sparsity and proximity transference in integer programming4
A characterization for tightness of the sparse Moment-SOS hierarchy4
Scalable subspace methods for derivative-free nonlinear least-squares optimization4
Optimizing distortion riskmetrics with distributional uncertainty4
Neighborhood persistency of the linear optimization relaxation of integer linear optimization4
A new integer programming formulation of the graphical traveling salesman problem4
Smooth over-parameterized solvers for non-smooth structured optimization4
Optimizing for strategy diversity in the design of video games4
Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis4
New characterizations of strategy-proofness under single-peakedness4
Sharper exponential convergence rates for Sinkhorn’s algorithm in continuous settings4
An online convex optimization-based framework for convex bilevel optimization4
Designing tractable piecewise affine policies for multi-stage adjustable robust optimization4
Breakdown points of Fermat–Weber problems under gauge distances4
Convex envelopes of bounded monomials on two-variable cones4
Finding almost tight witness trees4
Short-step methods are not strongly polynomial-time4
Tight lower bounds for block-structured integer programs4
A Practical and Optimal First-Order Method for Large-Scale Convex Quadratic Programming4
Provable non-accelerations of the heavy-ball method3
A fast combinatorial algorithm for the bilevel knapsack problem with interdiction constraints3
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms3
Polynomial-time algorithms for multimarginal optimal transport problems with structure3
Pairwise-independent contention resolution3
Optimal algorithms for differentially private stochastic monotone variational inequalities and saddle-point problems3
Complexity of chordal conversion for sparse semidefinite programs with small treewidth3
New valid inequalities and formulations for the static joint Chance-constrained Lot-sizing problem3
State polynomials: positivity, optimization and nonlinear Bell inequalities3
Deterministic enumeration of all minimum cut-sets and k-cut-sets in hypergraphs for fixed k3
Fair division of graphs and of tangled cakes3
Competitive kill-and-restart and preemptive strategies for non-clairvoyant scheduling3
An adaptive stochastic sequential quadratic programming with differentiable exact augmented lagrangians3
Principled analyses and design of first-order methods with inexact proximal operators3
Information complexity of mixed-integer convex optimization3
Convex hulls of monomial curves, and a sparse positivstellensatz3
Global optimization using random embeddings3
Recycling valid inequalities for robust combinatorial optimization with budgeted uncertainty3
Stabilization of capacitated matching games3
FISTA is an automatic geometrically optimized algorithm for strongly convex functions3
k-median: exact recovery in the extended stochastic ball model3
Adjustable robust nonlinear network design without controllable elements under load scenario uncertainties3
Accelerating inexact successive quadratic approximation for regularized optimization through manifold identification3
On the complexity of separating cutting planes for the knapsack polytope3
Worst-case complexity of an SQP method for nonlinear equality constrained stochastic optimization3
McCormick envelopes in mixed-integer PDE-constrained optimization3
Optimal item pricing in online combinatorial auctions3
Characterization of matrices with bounded Graver bases and depth parameters and applications to integer programming3
Apportionment with parity constraints3
Constant-competitiveness for random assignment Matroid secretary without knowing the Matroid3
Branch-and-bound for integer D-optimality with fast local search and variable-bound tightening3
High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise3
Correction: Regular packing of rooted hyperforests with root constraints in hypergraphs3
Distributional utility preference robust optimization models in multi-attribute decision making3
First- and second-order high probability complexity bounds for trust-region methods with noisy oracles3
Solving nonconvex optimization problems using outer approximations of the set-copositive cone3
Properties of two-stage stochastic multi-objective linear programs3
Radial duality part I: foundations3
Graphs with $$G^p$$-connected medians3
Stochastic and incremental subgradient methods for convex optimization on Hadamard spaces3
Adjustability in robust linear optimization3
Generalized Nash equilibrium problems with mixed-integer variables3
Convergence rates for sums-of-squares hierarchies with correlative sparsity3
Sensitivity analysis for mixed binary quadratic programming2
A unified funnel restoration SQP algorithm2
A scaling-invariant algorithm for linear programming whose running time depends only on the constraint matrix2
Nonsmooth convex–concave saddle point problems with cardinality penalties2
Trace ratio optimization with an application to multi-view learning2
Exploiting ideal-sparsity in the generalized moment problem with application to matrix factorization ranks2
Homogenization of SGD in high-dimensions: exact dynamics and generalization properties2
ALSO-X#: better convex approximations for distributionally robust chance constrained programs2
Dyadic linear programming and extensions2
Publisher Correction to: A new perspective on low-rank optimization2
The augmented Lagrangian method can approximately solve convex optimization with least constraint violation2
Correction: Global convergence of the gradient method for functions definable in o-minimal structures2
Convergence in distribution of randomized algorithms: the case of partially separable optimization2
Mean–semideviation–based distributionally robust learning with weakly convex losses: convergence rates and finite-sample guarantees2
Monoidal strengthening and unique lifting in MIQCPs2
Network flow problems with electric vehicles2
Towards explicit superlinear convergence rate for SR12
Branch-and-Bound versus Lift-and-Project Relaxations in Combinatorial Optimization2
Online combinatorial assignment in independence systems2
Sparse approximation in lattices and semigroups2
Discrete potential mean field games: duality and numerical resolution2
A first order method for linear programming parameterized by circuit imbalance2
Optimizing over path-length matrices of unrooted binary trees2
Neural spectrahedra and semidefinite lifts: global convex optimization of degree-two polynomial activation neural networks in polynomial-time2
Multiplicative auction algorithm for approximate maximum weight bipartite matching2
ODE-Based Learning to Optimize2
Residuals-based distributionally robust optimization with covariate information2
Hyperparameter tuning via trajectory predictions: stochastic prox-linear methods in matrix sensing2
Truly asymptotic lower bounds for online vector bin packing2
A theoretical and computational analysis of full strong-branching2
Optimal gradient tracking for decentralized optimization2
Fast convergence to non-isolated minima: four equivalent conditions for $${\textrm{C}^{2}}$$ functions2
On the correlation gap of matroids2
Hessian averaging in stochastic Newton methods achieves superlinear convergence2
A new complexity metric for nonconvex rank-one generalized matrix completion2
Truthful ownership transfer with expert advice2
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