Publications associées à An inexact proximal path-following algorithm for constrained convex minimization

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Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Michaël Unser, Martin Kurt Storath

We consider

L ^{ 1 }

-TV regularization of univariate signals with values on the real line or on the unit circle. While the real data space leads to a convex optimization problem, the problem is nonconvex for circle-valued data. In this paper, we deriv ...

SIAM2016

An inexact proximal path-following algorithm for constrained convex minimization

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Decentralized Nonlinear Model Predictive Control for 3D Formation of Multirotor Micro Aerial Vehicles with Relative Sensing and Estimation

Scalable Convex Optimization Methods for Semidefinite Programming

Stochastic Frank-Wolfe for Composite Convex Minimization

New Algorithmic Paradigms for Discrete Problems using Dynamical Systems and Polynomials

Proximity Operators of Discrete Information Divergences

Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System

Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage

The Linear Programming Approach to Reach-Avoid Problems for Markov Decision Processes

On Generalized Primal-Dual Interior-Point Methods with Non-uniform Complementarity Perturbations for Quadratic Programming

Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Scalable Convex Optimization Methods for Semidefinite Programming

The Linear Programming Approach to Reach-Avoid Problems for Markov Decision Processes

New Algorithmic Paradigms for Discrete Problems using Dynamical Systems and Polynomials

Decentralized Nonlinear Model Predictive Control for 3D Formation of Multirotor Micro Aerial Vehicles with Relative Sensing and Estimation

Proximity Operators of Discrete Information Divergences

Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage

On Generalized Primal-Dual Interior-Point Methods with Non-uniform Complementarity Perturbations for Quadratic Programming

Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System

Stochastic Frank-Wolfe for Composite Convex Minimization