Latest Research in Risk and Portfolio Optimization

18 research papers · 2026 median publication year

Top Research Topics in Risk and Portfolio Optimization

Highest-Cited Papers

  1. A weighted expected residual minimization method with sample average approximation for stochastic vector variational inequalities
  2. Self-Normalized Cramér Type Moderate Deviations for Pooled Estimation in Branching Processes in a Random Environment
  3. Analysis of RCLUPPr: stability, robustness and acceleration
  4. Fast Rates and Strong Convergence of Tikhonov-Regularized Mixed-Order Primal-Dual Dynamics for Linearly Constrained Optimization Without Eventual Ball Conditions
  5. A proof of Ross's conjecture for two-site moving-target search
  6. Accelerated Primal-Dual Proximal Gradient Splitting Methods for Convex-Concave Saddle-Point Problems
  7. Regularized extragradient method for structured bilevel optimization in continuous and discrete time
  8. Mean-field optimal stopping with endogenous quantile cutoffs
  9. Convex ordering for graphon mean-field systems
  10. A Safeguarded Projected-Gradient Framework for Complementarity Constrained Least Squares Problems
  11. Wasserstein-p Bounds in the Central Limit Theorem Under Weak Dependence
  12. Proximity Operator of the $\ell_1$ over $\ell_2$ Function
  13. A method for global minimization of nonconvex quadratic functions
  14. Inertial Primal-Dual Dynamics Methods Featuring Implicit Hessian-Driven Damping for Convex Optimization Problems in Continuous and Discrete Time
  15. Minimizing the Arithmetic and Communication Complexity of Jacobi's Method for Eigenvalues and Singular Values: Part Two -- Parallel Algorithms
  16. Homogenization and Mean-Field Approximation for Multi-Player Games
  17. Projection Neural Dynamics for Inverse Variational Inequality Problems: Stability Analysis and Applications to Sparse Signal Recovery
  18. Exact low-dimensional reformulations for regularized spectral approximation
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L3 Region - - 2026 Sep Q3

Risk and Portfolio Optimization

18 papers

Top Topics (6)

Optimization and Control10
Probability3
Numerical Analysis2
Risk and Portfolio Optimization1
Stochastic processes and statistical mechanics1
Sparse and Compressive Sensing Techniques1

Top Publications (18)

1.A weighted expected residual minimization method with sample average approximation for stochastic vector variational inequalities2.Self-Normalized Cramér Type Moderate Deviations for Pooled Estimation in Branching Processes in a Random Environment3.Analysis of RCLUPPr: stability, robustness and acceleration4.Fast Rates and Strong Convergence of Tikhonov-Regularized Mixed-Order Primal-Dual Dynamics for Linearly Constrained Optimization Without Eventual Ball Conditions5.A proof of Ross's conjecture for two-site moving-target search6.Accelerated Primal-Dual Proximal Gradient Splitting Methods for Convex-Concave Saddle-Point Problems7.Regularized extragradient method for structured bilevel optimization in continuous and discrete time8.Mean-field optimal stopping with endogenous quantile cutoffs9.Convex ordering for graphon mean-field systems10.A Safeguarded Projected-Gradient Framework for Complementarity Constrained Least Squares Problems11.Wasserstein-p Bounds in the Central Limit Theorem Under Weak Dependence12.Proximity Operator of the $\ell_1$ over $\ell_2$ Function13.A method for global minimization of nonconvex quadratic functions14.Inertial Primal-Dual Dynamics Methods Featuring Implicit Hessian-Driven Damping for Convex Optimization Problems in Continuous and Discrete Time15.Minimizing the Arithmetic and Communication Complexity of Jacobi's Method for Eigenvalues and Singular Values: Part Two -- Parallel Algorithms16.Homogenization and Mean-Field Approximation for Multi-Player Games17.Projection Neural Dynamics for Inverse Variational Inequality Problems: Stability Analysis and Applications to Sparse Signal Recovery18.Exact low-dimensional reformulations for regularized spectral approximation
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