Lieven Vandenberghe: "Bregman proximal methods for semidefinite optimization."

OWOS: Lieven Vandenberghe - "Bregman Proximal Methods for Semidefinite Optimization"

Lecture 2.6-7. Proximal Point Method, Operator Splitting

Split Bregman Method for Minimization of Region-Scalable Fitting Energy for Image Segmentation

[W12,13-7] Bregman divergence and OMD

Split Bregman Method for Minimization of Region Scalable Fitting Energy for Image Segmentation

Stanley Osher: "Linearized Bregman Algorithm for L1-regularized Logistic Regression"

Bregman ISS for bias-free sparse regression

最优化理论-Optimization-2018 9 Proximal Split Method

Lieven Vandenberghe - Proximal Methods for Conic Optimization over Nonneg. Trig. Polynomials

OWOS: Pontus Giselsson-"Nonlinear Forward-Backward Splitting with Projection or Momentum Correction"

12.2 Operator Splitting -- Douglas Rachford

Wotao Yin - Douglas-Rachford Splitting for Pathological Problems

Lecture25: 3.4 Split Algorithms (Part II), Math405: Learning from Data.

Proximal Method: Proximal Operator

22March11 Tutte Strongly nonexpansive mappings revisited uniform monotonicity and operator splitting

Keynote: Javier Peña, Perturbed Fenchel Duality and First-Order Methods

Bregman iteration for denoising

ADMM part 3 : general pattern and proximal form

OWOS: Peter Ochs - "An Inertial Non-smooth Non-convex Bregman Minimization Framework"