A Novel Approach for Solving Convex Problems with Cardinality Constraints

A Unified Early Termination Technique for Primal-Dual Algorithms in Mixed Integer Conic Programming

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Accuracy of approximate projection to the semidefinite cone

scholarly article

COSMO: A Conic Operator Splitting Method for Convex Conic Problems

scholarly article

Chordal decomposition in operator-splitting methods for sparse semidefinite programs

scholarly article

Convexity and Feedback in Approximate Dynamic Programming for Delivery Time Slot Pricing

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Decentralized Resource Allocation via Dual Consensus ADMM

Distributionally Robust Control of Constrained Stochastic Systems

scientific article published in 2015

Embedded code generation using the OSQP solver

Global linear convergence in operator splitting methods

Infeasibility Detection in the Alternating Direction Method of Multipliers for Convex Optimization

Learning ODE Models with Qualitative Structure Using Gaussian Processes

Multivariate Chebyshev Inequality With Estimated Mean and Variance

article

OSQP: an operator splitting solver for quadratic programs

On the Convergence of a Regularized Jacobi Algorithm for Convex Optimization

scholarly article

Optimal control of switching times in switched linear systems

Personalized incentives as feedback design in generalized Nash equilibrium problems

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Polynomial sum of squares in fluid dynamics: a review with a look ahead.

scientific article

Probabilistic Stabilizability Certificates for a Class of Black-Box Linear Systems

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Reliably-stabilizing piecewise-affine neural network controllers

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Scalable Proactive Event-Driven Decision Making

Second-Order Switching Time Optimization for Switched Dynamical Systems

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Stochastic MPC With Dynamic Feedback Gain Selection and Discounted Probabilistic Constraints

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Strong Stationarity Conditions for Optimal Control of Hybrid Systems

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Sum-of-squares of polynomials approach to nonlinear stability of fluid flows: an example of application.

scientific article published in November 2015

Symmetry Exploitation in Orbit Feedback Systems of Synchrotrons for Computational Efficiency

scholarly article

Tight Global Linear Convergence Rate Bounds for Operator Splitting Methods

scholarly article